Best MCP Server for Google Drive
Connect AI agents to Google Drive documents and files
Ranked by UnfragileRank from real capability data. Updated weekly. Not sponsored. Not opinions.
AWS Labs' official MCP suite — docs, CDK, Bedrock KB, cost, Lambda and more as agent tools.
github.com/awslabs/mcp ↗Search, read, and manage Google Drive files via MCP.
github.com/modelcontextprotocol/servers/tree/main/src/gdrive ↗Manage Firebase Firestore, Auth, and Storage via MCP.
github.com/nicholasgriffintn/firebase-mcp ↗Create, search, and manage Google Calendar events via MCP.
github.com/nspady/google-calendar-mcp ↗Access Google Maps geocoding, directions, and place data via MCP.
github.com/modelcontextprotocol/servers/tree/main/src/google-maps ↗Enhanced ChatGPT Clone: Features Agents, MCP, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Pre
librechat.ai ↗Read, write, and format spreadsheet data. Manage sheets, run formulas, and collaborate on structured data in real time.
smithery.ai/servers/googlesheets ↗Find and download academic papers from leading sources like arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic Scholar, CrossRef, and IACR. Get standardized results and fetch full-text PDFs when available. Accelerate literature reviews with deep search and effortless retrieval.
github.com/TitanSneaker/paper-search-mcp-openai ↗Capability matrix
Top capabilities surfaced for each of the top 3 artifacts. ✓ indicates an indexed capability matched against this need.
| Capability | AWS MCP Servers | Google Drive MCP Server | Firebase MCP Server |
|---|---|---|---|
| overview | ✓ | — | — |
| 1.1 what is model context protocol | ✓ | — | — |
| architecture | ✓ | — | — |
| AWS MCP Servers | ✓ | — | — |
| mcp-compliant google drive file search with semantic filtering | — | ✓ | — |
| google docs content extraction with formatting preservation | — | ✓ | — |
| google sheets data extraction with schema inference | — | ✓ | — |
| google slides content and metadata retrieval | — | ✓ | — |
When to choose each
AWS MCP Servers — UnfragileRank 84/100
Pick AWS MCP Servers when cdk, bedrock kb, cost, lambda and more as agent tools..
Google Drive MCP Server — UnfragileRank 61/100
Strongest for LLM application developers building AI agents with document access, Teams integrating Google Drive as a knowledge source for Claude/GPT applications, Developers migrating from direct Google Drive API calls to MCP-based architectures. Watch out for: Search results limited to files the authenticated user has access to — no cross-organizational discovery.
Firebase MCP Server — UnfragileRank 61/100
Strongest for AI agents and LLM applications requiring persistent data storage in Firestore, Teams building multi-agent systems that need coordinated database access, Developers integrating Firebase as a backend for Claude/LLM-powered applications. Watch out for: No built-in pagination — large result sets must be handled via client-side chunking or explicit limit/offset parameters.
Related
Frequently Asked Questions
Can AI agents edit Google Docs through MCP?
Yes, some Google Drive MCP servers support both read and write access to Docs, Sheets, and other file types. Check permissions carefully before enabling writes.
Need a more specific recommendation? Ask Unfragile.
Search capabilities →