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MCP servers › io.github.Servosity › google-workspace-mcp

MCP server · registry snapshot 2026-10-23 · last tested 2026-10-23

io.github.Servosity/google-workspace-mcp

Cross-client Google Workspace admin: 2SV gaps, license waste, sharing drift, safe offboarding. — the publisher's description

5 of 5 record checks metRead-only · tools listed 2026-10-23Topic: productivity-and-docs · AI-classifiedversion 0.1.2Gostandard input/output38 tools

Summary

io.github.Servosity/google-workspace-mcp is a local MCP server listed in the official MCP registry at version 0.1.2. On 2026-10-23 ProtocolProbe started its published package in an isolated sandbox in read-only mode and read its inventory: 38 tools, 0 resources and 0 prompts.

Record checks

5 of 5 record checks met · 4 do not apply

  • met: Registry entry is active and says how to run it
  • met: Source repository link opens
  • met: Repository is not archived
  • met: Code pushed to the repository in the 90 days before our check
  • met: Repository publishes a security policy (SECURITY.md)
  • not applicable: Package names its licence with a standard (SPDX) identifier
  • not applicable: The version the registry lists can be installed and is not withdrawn
  • not applicable: npm package carries build provenance (attestation)
  • not applicable: No known critical or high advisory in the package or its dependencies
  • Not ranked by downloads: not an npm or PyPI package
  • #1,039 of 22,952 repositories by GitHub stars, tied with 5 others (repository shared with 83 other registry entries)

From public records, not a safety rating. Each check with its reason · Is it safe to install?

Key facts

Runs
local package
Transport
standard input/output
Package
MCP bundle
Repository
public
Tools
38
Described as changing data
14 of 38 toolsAI-classified
Mainly works on
files and code on the machine it runs on; accounts and data in outside web servicesAI-classified
Topic
productivity-and-docsAI-classified
Last tested
2026-10-23

Add to your client

Worth knowing before you connect it

  • 14 tools are described as changing something (export, google-workspace_execute, learnings_forget, …): our AI model's reading of the descriptions, not something we tested. We did not call them.

Each line comes from a section below, with its source and date.

How fresh this is

Live-tested
yes, a real session (not a text-only review)
Last tested
2026-10-23
Mode
read-only (no tool calls)
Latest version
0.1.2, published 2026-10-22 (registry, as of the 2026-10-23 snapshot)
First listed version
2026-10-15 (earliest version still in the registry; older removed versions would be earlier)
Version history
3 versions listed, 2026-10-15 to 2026-10-22; 3 in the 90 days before the 2026-10-23 snapshot.
Most recent 3 versions
  • 0.1.2 · 2026-10-22
  • 0.1.1 · 2026-10-16
  • 0.1.0 · 2026-10-15
(versions still listed in the registry only)
Registry data
snapshot 2026-10-23
Package and repository
checked 2026-10-23
Engine
mcp-runtime-engine@0.1.0 · sdk@1.32.0

Changes since the last refresh

New in the registry: not in the list of 2026-10-04, listed on 2026-10-23 with version 0.1.2 (published 2026-10-22).

Source: the official MCP Registry list on 2026-10-04 and on 2026-10-23.

What it is

What does this server offer?

Observed inventory
38tools
0resources
0prompts

What it mainly works on, as our AI model read its tool descriptions: files and code on the machine it runs on; accounts and data in outside web services.

14 of 38 tools are described as changing something (creating, editing, deleting, sending or running). For 1 the reading was uncertain, so no mark is shown.

  • analyticson 10 other serversreads or searches

    “Run analytics queries on locally synced data”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world yes

    26 inputs
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • group-bystring“Field to group by”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • limitnumber“Max groups to show (default: 25)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”
    • selectstring“Comma-separated fields to include in output”
    • tenantstring“Client tenant to act as (see 'tenants list'; env: GOOGLE_WORKSPACE_TENANT)”
    • timeoutstring“Request timeout (default: 1m0s)”

    and 1 more not listed here.

  • check_suspended_leavers_were_fully_closedreads or searches

    “Suspended accounts still holding licences, groups, admin roles, tokens or unfinished transfers.”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world yes

    1 input
    • all_tenantsboolean“Override the recipe's --all-tenants value.”
  • contexton 13 other serversreads or searches

    “Get API domain context: resource taxonomy, auth requirements, query tips, and unique capabilities.”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world yes

    Takes no inputs.

  • exporton 23 other serversreads or searchesdescribed as changing data

    “Export data to JSONL or JSON for backup, migration, or analysis”

    Publisher declares: read-only no · destructive yes · idempotent no · open-world yes

    27 inputs, 1 required
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • formatstring“Output format: jsonl or json (default: jsonl)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idstring“Positional argument [id]”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • limitnumber“Maximum records to export (0 = unlimited) (default: 0)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • no-cacheboolean“Bypass response cache for fresh data (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”
    • resourcestringrequired“Positional argument <resource>”
    • selectstring“Comma-separated fields to include in output”

    and 2 more not listed here.

  • google-workspace_executeruns code or commandsdescribed as changing data

    “Execute one google-workspace API endpoint by its endpoint_id (from google-workspace_search).”

    Publisher declares: read-only no · destructive yes · idempotent no · open-world yes

    2 inputs, 1 required
    • endpoint_idstringrequired“Endpoint identifier returned by google-workspace_search (e.g., "users.list").”
    • paramsobject“Parameters for the endpoint.”
  • google-workspace_getreads or searches

    “Get metadata for one GET endpoint by its endpoint_id (from google-workspace_search).”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    1 input, 1 required
    • endpoint_idstringrequired“GET endpoint identifier returned by google-workspace_search (e.g., "users.list").”
  • google-workspace_searchreads or searches

    “Search the google-workspace API for endpoints matching a natural-language query.”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    2 inputs, 1 required
    • limitnumber“Max endpoints to return (default 10, max 100).”
    • querystringrequired“Natural-language description of what you want to do.”
  • learnings_candidateson 1 other serverreads or searches

    “List auto-captured improvement candidates awaiting judgment”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world yes

    26 inputs
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • classstring“Filter by class (flag_alias | playbook_candidate)”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • limitnumber“Maximum rows to return (default: capped) (default: 0)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”
    • selectstring“Comma-separated fields to include in output”
    • statusstring“Filter by status (open | confirmed | rejected | expired; empty for all) (default: open)”
    • tenantstring“Client tenant to act as (see 'tenants list'; env: GOOGLE_WORKSPACE_TENANT)”

    and 1 more not listed here.

  • learnings_confirmon 1 other server

    “Confirm an open candidate: print its full payload, then materialize it”

    Publisher declares: read-only no · destructive no · idempotent no · open-world no

    24 inputs, 1 required
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idstringrequired“Positional argument <id>”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”
    • selectstring“Comma-separated fields to include in output”
    • tenantstring“Client tenant to act as (see 'tenants list'; env: GOOGLE_WORKSPACE_TENANT)”
    • timeoutstring“Request timeout (default: 1m0s)”
  • learnings_forgeton 1 other serverdeletesdescribed as changing data

    “Delete learnings matching a query (use --all to wipe every rule for that query)”

    Publisher declares: read-only no · destructive yes · idempotent no · open-world yes

    27 inputs, 1 required
    • actionstring“Delete only rules with this action (boost | hide | alias_of)”
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • allboolean“Delete every rule for the supplied query (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • querystringrequired“Positional argument <query>”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”
    • resourcestring“Delete only the rule for this resource_id”
    • selectstring“Comma-separated fields to include in output”

    and 2 more not listed here.

  • learnings_liston 1 other serverreads or searches

    “List recorded learnings from the local google-workspace-cli search_learnings table”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world yes

    30 inputs
    • actionstring“Filter by action (boost | hide | alias_of)”
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • limitnumber“Maximum rows to return (default: 200)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • min-confidencenumber“Filter by minimum confidence (default: 0)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • querystring“Filter by normalized query substring”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”
    • resourcestring“Filter by resource_id”

    and 5 more not listed here.

  • learnings_rejecton 1 other serverdeletesdescribed as changing data

    “Reject a candidate and tombstone its derivation signature”

    Publisher declares: read-only no · destructive yes · idempotent no · open-world yes

    24 inputs, 1 required
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idstringrequired“Positional argument <id>”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”
    • selectstring“Comma-separated fields to include in output”
    • tenantstring“Client tenant to act as (see 'tenants list'; env: GOOGLE_WORKSPACE_TENANT)”
    • timeoutstring“Request timeout (default: 1m0s)”
Show 26 more tools
  • learnings_statson 1 other serverreads or searches

    “Report learn-loop effectiveness metrics from the local events table”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world yes

    23 inputs
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”
    • selectstring“Comma-separated fields to include in output”
    • tenantstring“Client tenant to act as (see 'tenants list'; env: GOOGLE_WORKSPACE_TENANT)”
    • timeoutstring“Request timeout (default: 1m0s)”
  • leaversreads or searches

    “Suspended accounts still holding a licence, groups, admin roles, OAuth tokens, or no completed transfer”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world yes

    29 inputs
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • all-tenantsboolean“Run against every registered client tenant (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • concurrencynumber“Tenants queried in parallel (default: 4)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • include-cleanboolean“Also list suspended accounts with nothing left to clean up (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • max-accountsnumber“Suspended accounts checked per tenant (each costs 3-4 API calls) (default: 100)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • max-scan-pagesnumber“Stop paging any one list after this many pages; a capped tenant is reported in fetch_failures (default: 200)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”

    and 4 more not listed here.

  • login_alertsreads or searches

    “Suspicious sign-ins, accounts Google disabled, 2SV turned off, and out-of-domain forwarding across clients”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world yes

    30 inputs
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • all-tenantsboolean“Run against every registered client tenant (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • concurrencynumber“Tenants queried in parallel (default: 4)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • eventsstring“Only these event names, comma-separated (default: all listed in --help)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • max-eventsnumber“Cap audit events read per event per tenant (default: 2000)”
    • max-scan-pagesnumber“Stop paging any one list after this many pages; a capped tenant is reported in fetch_failures (default: 200)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”

    and 5 more not listed here.

  • mfa_gapsreads or searches

    “Users without 2-Step Verification across client tenants, admins first”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world yes

    29 inputs
    • admins-onlyboolean“Only super and delegated admins (default: false)”
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • all-tenantsboolean“Run against every registered client tenant (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • concurrencynumber“Tenants queried in parallel (default: 4)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • include-suspendedboolean“Include suspended accounts (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • max-scan-pagesnumber“Stop paging any one list after this many pages; a capped tenant is reported in fetch_failures (default: 200)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”

    and 4 more not listed here.

  • oauth_appsreads or searches

    “Third-party OAuth apps with access to client data, across every user and tenant, ranked by scope risk”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world yes

    31 inputs
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • all-tenantsboolean“Run against every registered client tenant (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • concurrencynumber“Tenants queried in parallel (default: 4)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • max-eventsnumber“--since mode: cap audit events read per tenant (default: 5000)”
    • max-scan-pagesnumber“Stop paging any one list after this many pages; a capped tenant is reported in fetch_failures (default: 200)”
    • max-usersnumber“Inventory mode: refuse tenants with more active users than this (each user costs one API call) (default: 1000)”
    • min-riskstring“Only show apps at or above this risk: low, moderate, high (default: low)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”

    and 6 more not listed here.

  • offboarddeletesdescribed as changing data

    “Offboard a leaver in the right order: revoke access, remove groups, transfer data, suspend last”

    Publisher declares: read-only no · destructive yes · idempotent no · open-world yes

    31 inputs
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • keep-groupsboolean“Leave group memberships in place (default: false)”
    • keep-passwordboolean“Do not scramble the password (default: false)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • no-suspendboolean“Leave the account active (e.g.”
    • oustring“Org unit to move the account to (e.g.”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • productsstring“Licensing product IDs to release, comma-separated (Google-Apps covers Workspace editions, 101031 paid Education editions) (default: Google-Apps,101031)”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”

    and 6 more not listed here.

  • playbook_amendon 1 other servercreates or changes datadescribed as changing data

    “Append a note to an existing playbook (LLM-fired self-correction, silent)”

    Publisher declares: read-only no · destructive no · idempotent no · open-world no

    25 inputs
    • add-notestring“The note text to append to the family's playbook (required)”
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • querystring“The exact recall query whose family should be amended (required)”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”
    • selectstring“Comma-separated fields to include in output”
    • tenantstring“Client tenant to act as (see 'tenants list'; env: GOOGLE_WORKSPACE_TENANT)”
    • timeoutstring“Request timeout (default: 1m0s)”
  • playbook_liston 2 other serversreads or searches

    “List stored playbooks (query_family, content presence, last observed)”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world yes

    23 inputs
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”
    • selectstring“Comma-separated fields to include in output”
    • tenantstring“Client tenant to act as (see 'tenants list'; env: GOOGLE_WORKSPACE_TENANT)”
    • timeoutstring“Request timeout (default: 1m0s)”
  • posturereads or searches

    “One row per client tenant: 2SV coverage, admins without 2SV, stale licences, Drive, Calendar and app-sharing setting changes”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world yes

    32 inputs
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • all-tenantsboolean“Run against every registered client tenant (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • concurrencynumber“Tenants queried in parallel (default: 4)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • grace-daysnumber“Skip accounts created within this many days (default: 14)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • inactive-daysnumber“Licence counts as stale after this many days without sign-in (default: 60)”
    • jsonboolean“Output as JSON (default: false)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • max-eventsnumber“Cap setting-change audit events read per query per tenant (default: 1000)”
    • max-scan-pagesnumber“Stop paging any one list after this many pages; a capped tenant is reported in fetch_failures (default: 200)”
    • min-2sv-pctnumber“Warn when 2SV enrollment is below this percentage (default: 95)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • quietboolean“Bare output, one value per line (default: false)”

    and 7 more not listed here.

  • recallon 305 other serversreads or searches

    “Check prior learnings for a query before running discovery (LLM-fired, pre-discovery)”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world yes

    27 inputs, 1 required
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • debug-mismatchesboolean“Include cross-entity mismatches in the envelope under mismatches[] (default: false)”
    • dry-runboolean“Show request without sending (default: false)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • limitnumber“Maximum number of learnings to return (default: 10)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • min-confidencenumber“Minimum confidence to include in results (default: 1)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • querystringrequired“Positional argument <query>”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”
    • selectstring“Comma-separated fields to include in output”

    and 2 more not listed here.

  • searchon 763 other serversreads or searches

    “Full-text search across all synced data of one client tenant: the GOOGLE_WORKSPACE_TENANT tenant, or the only registered one (it takes no tenant argument and refuses when several are registered and n…”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world yes

    2 inputs, 1 required
    • limitnumber“Max results (default 25)”
    • querystringrequired“Search query (supports FTS5 syntax: AND, OR, NOT, quotes for phrases)”
  • sharing_driftreads or searches

    “External-sharing changes across client tenants: Drive, Calendar and app-sharing setting changes, new external shares, public links”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world yes

    30 inputs
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • all-tenantsboolean“Run against every registered client tenant (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • concurrencynumber“Tenants queried in parallel (default: 4)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • max-eventsnumber“Cap audit events read per query per tenant (default: 5000)”
    • max-scan-pagesnumber“Stop paging any one list after this many pages; a capped tenant is reported in fetch_failures (default: 200)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”
    • selectstring“Comma-separated fields to include in output”

    and 5 more not listed here.

  • “Run read-only SQL against local database of one client tenant: the GOOGLE_WORKSPACE_TENANT tenant, or the only registered one (it takes no tenant argument and refuses when several are registered and …”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world yes

    1 input, 1 required
    • querystringrequired“SQL query (SELECT or WITH...SELECT).”
  • stale_licensesreads or searches

    “Paid licences held by suspended, never-used, or inactive accounts across client tenants”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world yes

    30 inputs
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • all-tenantsboolean“Run against every registered client tenant (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • concurrencynumber“Tenants queried in parallel (default: 4)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • grace-daysnumber“Skip accounts created within this many days (default: 14)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • inactive-daysnumber“Flag accounts with no sign-in for this many days (default: 60)”
    • jsonboolean“Output as JSON (default: false)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • max-scan-pagesnumber“Stop paging any one list after this many pages; a capped tenant is reported in fetch_failures (default: 200)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • productsstring“Licensing product IDs, comma-separated (Google-Apps covers Workspace editions, 101031 paid Education editions) (default: Google-Apps,101031)”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”

    and 5 more not listed here.

  • syncon 14 other serversdescribed as changing data

    “Sync API data to local SQLite for offline search and analysis”

    Publisher declares: read-only no · destructive yes · idempotent no · open-world yes

    34 inputs
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • concurrencynumber“Number of parallel sync workers (default: 4)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • fullboolean“Full resync (ignore previous checkpoint) (default: false)”
    • global-paramstring“Extra query param to inject into every sync request including dependent path-scoped calls (repeatable, key=value).”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • latest-onlyboolean“Refresh head of each resource only; clears resume cursor and caps pages at 1.”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • max-pagesnumber“Maximum pages to fetch per resource (0 = unlimited; cap-hit emits a sync_warning event) (default: 0)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • no-pruneboolean“Disable deletion reconciliation on --full (by default a full sync prunes local rows the API no longer returns after a complete walk) (default: false)”
    • paramstring“Extra query param to inject into flat-list sync requests (repeatable, key=value).”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • quietboolean“Bare output, one value per line (default: false)”

    and 9 more not listed here.

  • tailon 1 other serverreads or searches

    “Stream live changes by polling the API at regular intervals”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world yes

    27 inputs
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • followboolean“Keep running (set --follow=false for single poll) (default: true)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • intervalstring“Poll interval (default: 10s)”
    • jsonboolean“Output as JSON (default: false)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • positional-resourcestring“Positional argument [resource]”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”
    • resourcestring“Resource type to tail”
    • selectstring“Comma-separated fields to include in output”

    and 2 more not listed here.

  • teachon 1 other servercreates or changes datadescribed as changing data

    “Record a query -> resource mapping for future recall (LLM-fired, silent)”

    Publisher declares: read-only no · destructive no · idempotent no · open-world no

    31 inputs
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • no-validateboolean“Suppress teach-time resource-shape validation (warnings to teach.log) (default: false)”
    • notesstring“Optional free-form note recorded in the audit log”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • playbook-jsonstring“Optional inline JSON playbook (mutually exclusive with --playbook-file; for agents without filesystem access)”
    • playbook-notesstring“Optional inline gotchas/workarounds for this query family (stored alongside the playbook)”
    • querystring“User's original natural-language question (required)”
    • quietboolean“Silent on success (default true — designed for background invocation) (default: true)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”

    and 6 more not listed here.

  • teach_lookupon 1 other servercreates or changes datadescribed as changing data

    “Install a manual entity-lookup row (kind, canonical, value)”

    Publisher declares: read-only no · destructive no · idempotent no · open-world no

    26 inputs
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • canonicalstring“Canonical entity name (required)”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • kindstring“Entity kind, e.g.”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”
    • selectstring“Comma-separated fields to include in output”
    • tenantstring“Client tenant to act as (see 'tenants list'; env: GOOGLE_WORKSPACE_TENANT)”
    • timeoutstring“Request timeout (default: 1m0s)”

    and 1 more not listed here.

  • teach_patternon 1 other servercreates or changes datadescribed as changing data

    “Install a manual generalization pattern (query_template, resource_template, entity_kind)”

    Publisher declares: read-only no · destructive no · idempotent no · open-world no

    29 inputs
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • entity-kindstring“Entity kind name registered in entity_lookups (required)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • query-templatestring“Query template with {entity} placeholder (required)”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”
    • resource-templatestring“Resource template with typed entity slot, e.g.”
    • resource-typestring“Resource type for substituted IDs (required)”
    • selectstring“Comma-separated fields to include in output”

    and 4 more not listed here.

  • teach_playbookon 1 other servercreates or changes datadescribed as changing data

    “Record a CLI playbook + free-text notes for a query family”

    Publisher declares: read-only no · destructive no · idempotent no · open-world no

    26 inputs
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • notesstring“Free-text notes (gotchas, workarounds) -- mutually exclusive with --notes-file”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • playbook-jsonstring“Inline playbook JSON (steps, entity_slots, expected_tool_calls) -- mutually exclusive with --playbook-file”
    • querystring“Example query that anchors the family (required)”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”
    • selectstring“Comma-separated fields to include in output”
    • tenantstring“Client tenant to act as (see 'tenants list'; env: GOOGLE_WORKSPACE_TENANT)”

    and 1 more not listed here.

  • tenants_listreads or searches

    “List registered client tenants”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world yes

    23 inputs
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”
    • selectstring“Comma-separated fields to include in output”
    • tenantstring“Client tenant to act as (see 'tenants list'; env: GOOGLE_WORKSPACE_TENANT)”
    • timeoutstring“Request timeout (default: 1m0s)”
  • tenants_removedeletesdescribed as changing data

    “Remove a tenant and delete its stored service-account key copy”

    Publisher declares: read-only no · destructive yes · idempotent no · open-world yes

    24 inputs, 1 required
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • namestringrequired“Positional argument <name>”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”
    • selectstring“Comma-separated fields to include in output”
    • tenantstring“Client tenant to act as (see 'tenants list'; env: GOOGLE_WORKSPACE_TENANT)”
    • timeoutstring“Request timeout (default: 1m0s)”
  • tenants_scopesreads or searches

    “Print the Client ID and OAuth scopes to authorize in the client's Admin console”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world yes

    24 inputs, 1 required
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • namestringrequired“Positional argument <name>”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”
    • selectstring“Comma-separated fields to include in output”
    • tenantstring“Client tenant to act as (see 'tenants list'; env: GOOGLE_WORKSPACE_TENANT)”
    • timeoutstring“Request timeout (default: 1m0s)”
  • tenants_testmanages infrastructuredescribed as changing data

    “Verify each tenant's domain-wide delegation scope by scope, and record its customer ID and domains”

    Publisher declares: read-only no · destructive yes · idempotent no · open-world yes

    25 inputs
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • all-tenantsboolean“Test every registered tenant (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • namestring“Positional argument [name]”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”
    • selectstring“Comma-separated fields to include in output”
    • tenantstring“Client tenant to act as (see 'tenants list'; env: GOOGLE_WORKSPACE_TENANT)”
    • timeoutstring“Request timeout (default: 1m0s)”
  • workflow_archiveon 2 other serversdescribed as changing data

    “Sync all resources to local store for offline access and search”

    Publisher declares: read-only no · destructive yes · idempotent no · open-world yes

    25 inputs
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • fullboolean“Full re-archive (ignore previous sync state) (default: false)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • max-pagesnumber“Maximum pages to fetch per resource (0 = unlimited; cap-hit emits a sync_warning event) (default: 0)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”
    • selectstring“Comma-separated fields to include in output”
    • tenantstring“Client tenant to act as (see 'tenants list'; env: GOOGLE_WORKSPACE_TENANT)”
    • timeoutstring“Maximum time to spend archiving (0 = no timeout) (default: 30m0s)”
  • workflow_statuson 4 other serversreads or searches

    “Show local archive status and sync state for all resources”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world yes

    23 inputs
    • agentboolean“Set agent-friendly output defaults (--json --compact --no-input --no-color) (default: false)”
    • allow-partial-failureboolean“Downgrade response-body partial-failure (e.g.”
    • client-profilestring“No effect for this connector; pick a client with --tenant (env: PRINTING_PRESS_CLIENT_PROFILE)”
    • compactboolean“Return only key fields (id, name, status, timestamps) for minimal token usage (default: false)”
    • csvboolean“Output as CSV (table and array responses) (default: false)”
    • data-sourcestring“Data source for read commands: auto (live with local fallback), live (API only), local (synced data only) (default: auto)”
    • dry-runboolean“Show request without sending (default: false)”
    • human-friendlyboolean“Enable colored output and rich formatting (default: false)”
    • idempotentboolean“Treat already-existing create results as a successful no-op (default: false)”
    • ignore-missingboolean“Treat missing delete targets as a successful no-op (default: false)”
    • jsonboolean“Output as JSON (default: false)”
    • max-agestring“Maximum acceptable age of local-store data before a stderr hint suggests sync; 0 disables (default: 30m0s)”
    • no-cacheboolean“Bypass response cache (default: false)”
    • no-colorboolean“Disable colored output (default: false)”
    • no-inputboolean“Disable all interactive prompts (for CI/agents) (default: false)”
    • no-learnboolean“Disable the teach/recall learning loop for this invocation (default: false)”
    • plainboolean“Output as plain tab-separated text (default: false)”
    • quietboolean“Bare output, one value per line (default: false)”
    • rate-limitnumber“Max requests per second (0 to disable; default auto — pace to server rate-limit headers) (default: auto)”
    • receiptboolean“Write an atomic private run receipt (default: false)”
    • selectstring“Comma-separated fields to include in output”
    • tenantstring“Client tenant to act as (see 'tenants list'; env: GOOGLE_WORKSPACE_TENANT)”
    • timeoutstring“Request timeout (default: 1m0s)”

Each quoted sentence is the first sentence of the publisher’s own description. The kind of tool and the “changes data” mark are our AI model’s reading of that description, not something we tested: two differently worded runs had to agree, otherwise no label is shown, and nobody has checked them by hand. A tool without the “changes data” mark is described as only reading, searching or calculating, or the two runs did not agree. No tool was called. Read the publisher’s full description before relying on it. “Publisher declares” lists the hints the server itself sends with the tool (MCP annotations: read-only, destructive, idempotent, open-world); they are the publisher's claims, not checked by us. Inputs are the parameters in the tool's own input schema: name, declared type, whether it is required, and the first sentence of its description. Read 2026-10-23.

How well are its tools described?

Features #4 and #5

How clearly this server's own tool descriptions say what a tool does, and how consistent its tool list is. The first part is an AI model's yes/no reading of each description; the second part is counted. We do not turn it into a grade.

Descriptions

AI reading of each description

Says what the tool does
100% of 38 tools
Says what it returns
100% of 38 tools
States limits, defaults or errors
74% of 35 tools
Says when to use it
13% of 38 tools
Items covered per tool
2.9 of 4 on average

Counted from the listing

Parameters with a description
100% of 850
Tools with a description
100% of 38
Typical description length
96 characters

The tool set

Counted from the listing

Tools
38
Size of the list
about 28,129 tokens for an agent to load (characters ÷ 4)
Naming
23 of 38 names use snake_case

AI reading: easy to mix up

No pair found.

The AI items cover 38 of 38 tools: for a tool where two differently worded runs disagreed, that item is left out. They were not checked by hand, and no tool was called. “Easy to mix up” means two tools whose names or descriptions overlap without saying how they differ; the AI found none. We do not rate whether the tool set is complete or whether side effects are spelled out, because our AI reading of those was not reliable enough.

How do I add it to my client?

Config from the registry entry
  • No config: the MCP bundle is a file to install in a client that supports bundles, not a command.

Built from the server's registry entry with each client's documented format (checked 2026-10-14; the Cursor link and the VS Code command 2026-10-19; the MCP Inspector command 2026-10-21). Values in < > are yours to fill in; this page never contains a key. Where the server needs a setting the entry does not declare, it can still fail to start.

Does the registry listing match what we found?

Feature #6

The registry verifies a package once, when it is published, and does not re-check it. A difference below is about the listing, not a judgement of the publisher.

Registry saysWe foundResultSource · date
Published package can be startedStarted and answeredmatchesour test · 2026-10-23
Repository github.com/servosity/msp-skillsOpens publiclymatchesapi.github.com · 2026-10-23

Who made it?

Feature #7 · lineage

Facts about the publisher. We do not turn them into a trust score.

Namespace
io.github.Servosity · 84 servers
GitHub owner
an organization (Servosity)
Repository
github.com/servosity/msp-skills
Stars
62
Repository age
91–180 days
Last push
0–30 days ago
Archived
no
Security policy
SECURITY.md

Source: the registry entry and api.github.com · 2026-10-23; security policy read from GitHub · 2026-10-23.

Publish this server? Run these checks against it yourself before release, from your own machine: a server the command starts, or your own server at its URL after a one-time proof that you control it: npx protocolprobe-selftest.

Choosing

Record checks

Public records · not a safety rating

5 of 5 record checks met · 4 do not apply

  • Not ranked by downloads: not an npm or PyPI package
  • #1,039 of 22,952 repositories by GitHub stars, tied with 5 others (repository shared with 83 other registry entries)
  • MetRegistry entry is active and says how to run itActive, with a package or a remote address.
  • MetSource repository link opensThe linked GitHub repository is public.
  • MetRepository is not archivedNot archived.
  • MetCode pushed to the repository in the 90 days before our checkLast push 0-30 days before our check.
  • MetRepository publishes a security policy (SECURITY.md)SECURITY.md found.
  • Does not applyPackage names its licence with a standard (SPDX) identifierNot an npm or PyPI package.
  • Does not applyThe version the registry lists can be installed and is not withdrawnNot an npm or PyPI package.
  • Does not applynpm package carries build provenance (attestation)PyPI packages have no npm-style attestation.
  • Does not applyNo known critical or high advisory in the package or its dependenciesNot an npm or PyPI package.

Read from public records only: the registry entry, npm/PyPI, GitHub and advisory databases, checked 2026-10-23. No tool was called. Only “met” and “not met” are counted, so the total differs between servers; a check that does not apply or that we could not run is listed, never counted against it. It is not a safety rating. How each check works · Leaderboards

Common questions about io.github.Servosity/google-workspace-mcp

Answered from the data above

Is io.github.Servosity/google-workspace-mcp safe to install?

We do not rate servers as safe or unsafe. 5 of its 5 applicable record checks are met (facts from public records, each listed on this page). What the records show: Its source repository opens publicly. Its repository had a push in the last 90 days. 14 of its tools describe changing data (our AI model's reading of the descriptions). These are facts with their sources on this page, not a safety guarantee, and we did not run its tools.

Has io.github.Servosity/google-workspace-mcp been security tested?

Partly. 2 of the 12 checks that apply to it were exercised. We started the package in an isolated sandbox and read what it declares, but this test round was read-only, so its tools were not called. No security verdict is published before verification.

What can io.github.Servosity/google-workspace-mcp do?

It lists 38 tools. In our AI model's reading of their descriptions (two runs had to agree, nobody checked it by hand), they include tools that read or search, create or change data, delete, run code or commands and manage infrastructure. We did not call any tool, so this describes the text, not the behaviour.

Can io.github.Servosity/google-workspace-mcp change or delete data?

14 of its tools say in their description that they create, edit, delete, send or run something (our AI model's reading). We did not call any tool, so we cannot say what actually happens.

Does io.github.Servosity/google-workspace-mcp publish a security policy?

Yes: its repository has a public security policy (github.com/servosity/msp-skills/blob/HEAD/SECURITY.md). That is the publisher's statement, not permission for us to test the server, and we call none of its tools.

Where is the source code of io.github.Servosity/google-workspace-mcp?

In github.com/servosity/msp-skills, which opens publicly.

Found this page useful?

Anonymous · no sign-in

A quick, anonymous reaction — no account, no email. One per kind from your browser. The tally updates when the page is next refreshed, and it is only a rough count, never a safety rating or a measured number of people.

Similar servers

Same topic · AI-read

Active servers whose topic is also “productivity-and-docs” and that have at least one tool of the same kind; most kinds in common first, then most GitHub stars. The topic and the tool kinds are an AI model's reading of the publishers' descriptions, not checked by hand. Similar is not a recommendation.

Compare with another server

Side by side: registry entry, our read-only session, the tools and the 18 classification fields. Same values as each page; no score.

Security testing

What did we test, and what did we leave out?

18 checks · features #1, #2

Not probed (read-only run)

We started the package in an isolated sandbox and read what it declares, but this test round was read-only, so its tools were not called. No security score is given; a check we did not run is never counted as passed.

The 18 checks at a glanceour test · 2026-10-23
  1. Inventory: exercised
  2. Hidden instructions: exercised
  3. Real execution: not run · our policy
  4. Secret leak: not run · nothing to check it against
  5. Internal addresses: not run · our policy
  6. Unconfirmed changes: not run · our policy
  7. Bad input: not run · our policy
  8. Model requests: not run · nothing to check it against
  9. Sensitive questions: not run · nothing to check it against
  10. Folder boundary: not run · our policy
  11. Log leaks: not run · nothing to check it against
  12. Hidden content: not run · nothing to check it against
  13. Fake assistant turns: not applicable
  14. Token passthrough: not applicable
  15. Token audience: not applicable
  16. Sign-in redirect: not applicable
  17. Consent handling: not applicable
  18. Sign-in metadata: not applicable

2 exercised10 not run (reason given)6 not applicable

Each check ends in exactly one state: exercised, not run (with the reason), or not applicable (with the reason). 2 of the 12 checks that apply to it were exercised. We do not publish security-check outcomes for named servers.

Exercised · 2
  • 1Inventory
    tool-list
    Reads the declared tools, resources and prompts.exercised
  • 2Hidden instructions
    description-poisoning
    Looks for hidden instructions in tool descriptions.exercised
Not run, with the reason · 10
  • 3Real execution
    real-execution
    Calls a tool and checks what really happens.This check calls the package's tools. This test round was read-only, so no tool was called; tools can act on outside services with the publisher's or a user's account.not run · our policy
  • 4Secret leak
    canary-leak
    Plants a fake secret and checks whether it leaks.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against
  • 5Internal addresses
    ssrf
    Checks whether a tool can be steered to internal addresses.This check calls the package's tools. This test round was read-only, so no tool was called; tools can act on outside services with the publisher's or a user's account.not run · our policy
  • 6Unconfirmed changes
    write-without-confirmation
    Checks whether tools that change data act without asking.This check calls the package's tools. This test round was read-only, so no tool was called; tools can act on outside services with the publisher's or a user's account.not run · our policy
  • 7Bad input
    error-handling
    Sends bad input and watches how the server answers.This check calls the package's tools. This test round was read-only, so no tool was called; tools can act on outside services with the publisher's or a user's account.not run · our policy
  • 8Model requests
    sampling
    Checks whether the server asks the client's model to act for it.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against
  • 9Sensitive questions
    elicitation-sensitive-data
    Checks whether the server asks users for sensitive data.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against
  • 10Folder boundary
    root-boundary
    Checks whether the server reaches outside the folders it was given.This check calls the package's tools. This test round was read-only, so no tool was called; tools can act on outside services with the publisher's or a user's account.not run · our policy
  • 11Log leaks
    logging-side-channel
    Checks whether log messages carry data they should not.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against
  • 12Hidden content
    audience-hiding
    Checks resources that hide content from the user.This check needs content the server returns, and nothing was read or called.not run · nothing to check it against
Does not apply to this server · 6
  • 13Fake assistant turns
    fake-assistant-turn
    Checks prompts that pose as the assistant's own words.The server exposes no prompts.not applicable
  • 14Token passthrough
    token-passthrough
    Checks whether the server forwards a user's token to other services.The server runs locally over standard input/output, so there is no sign-in flow to check.not applicable
  • 15Token audience
    token-audience-validation
    Checks whether tokens meant for another service are accepted.The server runs locally over standard input/output, so there is no sign-in flow to check.not applicable
  • 16Sign-in redirect
    open-redirect
    Checks the sign-in redirect for abuse.The server runs locally over standard input/output, so there is no sign-in flow to check.not applicable
  • 17Consent handling
    confused-deputy
    Checks consent handling when one service acts for another.The server runs locally over standard input/output, so there is no sign-in flow to check.not applicable
  • 18Sign-in metadata
    oauth-url-scheme
    Checks the published sign-in metadata for unsafe URLs.The server runs locally over standard input/output, so there is no sign-in flow to check.not applicable

Source: our own test in an isolated sandbox, 2026-10-23, mcp-runtime-engine@0.1.0. Which checks count and why follows our published scoring model.

What happened during the test?

Feature #8

The steps in order, as the test record holds them.

  1. 0 msStarted the published package in an isolated sandbox (read-only mode)
  2. 78 msConnected after 0 redirects.
  3. Read the inventory: 38 tools, 0 resources, 0 prompts.
  4. 4,069 msFinished: 2 checks exercised.

Reference

How is it classified?

18 fields

One value per field, each with its source. Fields written by AI models are marked. A field with no value says why.

TopicAI-classified
AI-classified · 2026-10-23
Pricing modelAI-classified
not checked
no website in the registry entry
Programming language
api.github.com · 2026-10-23
Hosting type
registry · 2026-10-23
MCP capability
tools
our test · 2026-10-23
Transport
standard input/output
registry · 2026-10-23
Required credentials
none declared
registry · no declaration is not a guarantee
Package registry
registry · 2026-10-23
Freshness
0–30 days
registry updatedAt · 2026-10-23
Lifecycle status
registry · 2026-10-23
License class
does not apply
package ecosystem not queried by this layer (mcpb); only npm and PyPI are supported here
Integrity hash
does not apply
package ecosystem not queried by this layer (mcpb); only npm and PyPI are supported here
Signature / provenance
does not apply
package ecosystem not queried by this layer (mcpb); only npm and PyPI are supported here
Dependency advisories
not checked
only npm and PyPI packages are audited
Popularity
does not apply
package ecosystem not queried by this layer (mcpb); only npm and PyPI are supported here
Publisher signals
owner: an organization · repository age: 91–180 days · stars: 10–99
api.github.com · 2026-10-23
Maintenance
api.github.com · 2026-10-23
Environment
your machine
where it runs, from the hosting type

“Not stated” means the source did not state it; “does not apply” means it does not apply to this kind of server; “our limit” means our own lookup failed. A linked value opens the directory filtered to the same value.

Cite or correct this page

Sources and corrections

Suggested citation

ProtocolProbe. “io.github.Servosity/google-workspace-mcp: MCP server record.” Data checked 2026-10-23. https://protocolprobe.com/mcp/servers/io.github.Servosity/google-workspace-mcp

Figures are valid for the date shown. Our facts on this page are CC BY 4.0: reuse them with a link and the check date. Quoted text (the publisher’s descriptions, website quotes, tool names) is not ours to license.

As JSON: this record in the API · API documentation.

Badge for your README

ProtocolProbe: 5 of 5 record checks met

[![ProtocolProbe](https://protocolprobe.com/api/v1/badge/io.github.Servosity/google-workspace-mcp)](https://protocolprobe.com/mcp/servers/io.github.Servosity/google-workspace-mcp)

It shows this server's record-check count: facts from public records, no tool called. It is not a security rating or a pass. It links here and updates after each data reload.

Something wrong, or is this yours?

If a fact here is wrong, tell us and we will re-check it. If you operate this server, you can run our checks on it yourself with the free self-test command; we call no server’s tools ourselves for anything shown here.

Write to hello@protocolprobe.com · corrections log · methodology