gws-admin-mcp runs on your own machine — the client starts it, so there is no endpoint to ping. Last commit 8 Aug 2026.
Safe Google Workspace admin for AI agents: read-only by default, confirm-gated deletes, audit log.
Today is the operative word: we check gws-admin-mcp every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
Google Tag Manager + read-only GA4 MCP server. Read-only by default, gated writes, audits.
Read-only MCP connector for Adlane workspaces, Google and Meta ad accounts and campaign reports.
MCP server for Google Workspace security auditing — login audit, external sharing, daily brief
Read-only Google Search Console and Google Analytics for AI agents.
Read-only Google Classroom for AI: to-do, due dates, missing work, grades and announcements.
Cross-client Google Workspace admin: 2SV gaps, license waste, sharing drift, safe offboarding.
Hosted Google Ads MCP with OAuth, bounded reads, and prepare/confirm writes.
Read-only Google Search Console MCP server for AI assistants.
Answers built from our own checks of this server.