Best Google MCP Servers (July 2026) - Ranked by GitHub Stars
Google Maps MCP Server is the best mcp server for Google - 403 GitHub stars. Strong alternatives: Google Surf Mcp and Mcp Ap2.
157 Google MCP servers for developers, ranked by GitHub stars. Every pick links to install commands and trust signals.
Ranked by Skillselion · adoption from the skills.sh registry & GitHub · data refreshed July 28, 2026.
The top 31 MCP servers for google
| # | MCP Server | Stars |
|---|---|---|
| 1 | 18 Google Maps tools for AI agents — geocode, search, directions, weather, and more. | 403 |
| 2 | Google search via Playwright with a warm Chrome profile. No API key, no proxies. | 270 |
| 3 | MCP server for AP2 — Google's Agent-to-Agent Payment Protocol (authorization, audit, trust) | 265 |
| 4 | Google UCP — agentic shopping, cart, checkout, orders, delivery | 265 |
| 5 | MCP server for Google Sheets API — read, write, format, batch operations. | 87 |
| 6 | Manage Google, Meta, TikTok & LinkedIn ads. 91 tools for campaigns, analytics & optimization. | 75 |
| 7 | MCP server for Google Calendar integration with service account support and domain-wide delegation. | 74 |
| 8 | MCP server for Google Docs integration with OAuth2 and service account support. | 74 |
| 9 | MCP server for searching Google Flights — flight search, date grid pricing, and airport lookup. | 74 |
| 10 | MCP server for Google Cloud Storage with fine-grained tool access control. | 74 |
| 11 | MCP server for remote filesystem operations on cloud storage (Google Cloud Storage). | 74 |
| 12 | MCP server for searching Google Hotels via SerpAPI — hotel search, pricing, ratings, and reviews. | 74 |
| 13 | AI marketing agent for Google Ads, Meta, GA4, TikTok, LinkedIn, Shopify, HubSpot and more. | 51 |
| 14 | Privacy-first unofficial Google Health API v4 MCP server for health, sleep, activity, HR agents | 33 |
| 15 | macOS Calendar & Reminders MCP server (24 tools). Native Swift EventKit, iCloud/Google/Exchange. | 32 |
| 16 | Query GA4 analytics data with custom reports, pivot tables, and audience exports | 29 |
| 17 | Manage files, folders, permissions, and collaborative content in Google Drive | 29 |
| 18 | Send, read, organize emails, manage labels, drafts, and filters | 29 |
| 19 | Geocode addresses, calculate directions, and search places with maps and routing | 29 |
| 20 | Scrape Google search results with SERP data, ads, and knowledge panels | 29 |
| 21 | Query search analytics, manage sitemaps, and inspect site URLs and status | 29 |
| 22 | Create, read, and modify spreadsheet data, formatting, and sheets | 29 |
| 23 | Model Context Protocol server for Google Gemini AI with chat, research, and grounding | 27 |
| 24 | MCP server for App Store Connect & Google Play Console — iOS/Android app management | 23 |
| 25 | Create immersive travel experiences by instructing an avatar to navigate Google Maps. Report on th… | 23 |
| 26 | One MCP for devs incl Brave,Google,Tavily,Context7,AWS,Excalidraw,DB,GitHub,DevTools,Playwright | 22 |
| 27 | MCP server for image generation using multiple providers (Google Gemini, OpenAI, BFL FLUX) | 15 |
| 28 | Granular permission gateway for MCP agents. Per-agent scopes for Google Drive, Gmail, Calendar. | 15 |
| 29 | Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic… | 14 |
| 30 | Manage ad campaigns across Google, Meta, LinkedIn, Reddit, TikTok, and more via AI. | 14 |
| 31 | MCP Toolbox for Databases enables your agent to connect to your database. | 16k |
Is Google well covered on Skillselion?
Google is the deepest vendor in this entire batch and the only one where the query is still capped at 50 matches - real coverage spans Maps, Calendar, Docs, Flights, Analytics, Drive, Search Console, Sheets, and more. cablate's Google Maps server leads on stars, but the page should surface the breadth (a dozen-plus distinct Google products, not one server) rather than pretend there's a single "best." Watch for the mcparmory/registry monorepo, which supplies seven of the top listings (Analytics, Drive, Gmail, Maps, Search, Search Console, Sheets) all tied at 27 stars - that's one vendor's registry bundling many thin wrappers, not seven independently-vetted tools.
Skillselion is an independent directory, not affiliated with Google.
Why these MCP servers rank for google
1. Google Maps MCP Server
Google Maps MCP Server ranks #1 of the 157 MCP servers for Google by adoption, with 403 GitHub stars. It 18 Google Maps tools for AI agents — geocode, search, directions, weather, and more.
2. Google Surf Mcp
Google Surf Mcp ranks #2 of the 157 MCP servers for Google by adoption, with 270 GitHub stars. It google search via Playwright with a warm Chrome profile. No API key, no proxies.
3. Mcp Ap2
Mcp Ap2 ranks #3 of the 157 MCP servers for Google by adoption, with 265 GitHub stars. It mCP server for AP2 — Google's Agent-to-Agent Payment Protocol (authorization, audit, trust).
4. Mcp Ucp
Mcp Ucp ranks #4 of the 157 MCP servers for Google by adoption, with 265 GitHub stars. It google UCP — agentic shopping, cart, checkout, orders, delivery.
5. Mcp Gsheets
Mcp Gsheets ranks #5 of the 157 MCP servers for Google by adoption, with 87 GitHub stars. It mCP server for Google Sheets API — read, write, format, batch operations.
Common questions
How are these Google MCP servers ranked?
By GitHub stars across the 157 Google MCP servers that name Google in their own name or description - none of these report installs yet. Data from GitHub.
What counts as a Google MCP server on this list?
A tool counts here if its own name or description names Google directly - not merely an author handle or an unrelated mention - and it is registered as an MCP-type listing in the Skillselion catalog. That bar currently matches 157 servers.
Is Skillselion affiliated with Google?
No. Skillselion is an independent directory, not affiliated with Google. Rankings come from public GitHub adoption signals, not sponsorship or partnership.
More Google tools
Browse all MCP servers in the catalog, or see every best-of shortlist.