Model Context Protocol directory
MCP Server Finder
MCP Server Finder is a searchable database of Model Context Protocol (MCP) servers, ranked by GitHub growth, use case, client compatibility, and freshness.
Top MCP servers by GitHub stars
| # | Server | Category | Stars | Forks | Last commit |
|---|---|---|---|---|---|
| 1 | Filesystem MCP read, write, and search files in allowed local directories | Files & Storage | 87K | 11K | 3 days ago |
| 2 | Google Drive MCP search and read files stored in Google Drive | Files & Storage | 87K | 11K | 3 days ago |
| 3 | Context7 pull up-to-date, version-specific library documentation and code examples | Developer Tools | 57.1K | 2.7K | today |
| 4 | Playwright MCP control a real browser to navigate, click, type, and extract page content | Browser Automation | 33.7K | 2.8K | yesterday |
| 5 | GitHub MCP Server connect to GitHub repositories, issues, pull requests, and code search | Developer Tools | 30.6K | 4.4K | today |
| 6 | AWS MCP Servers interact with AWS services and documentation through specialized MCP servers | Cloud & Infrastructure | 9.2K | 1.6K | yesterday |
| 7 | Firecrawl MCP crawl websites and convert pages into clean markdown or structured data | Web Scraping & Crawling | 6.5K | 751 | 2 days ago |
| 8 | Atlassian MCP work with Jira issues and Confluence pages | Productivity & Docs | 5.4K | 1.2K | 2 months ago |
| 9 | Exa MCP search the web and retrieve high-quality, AI-ready results in real time | Search & Retrieval | 4.6K | 344 | 2 days ago |
| 10 | Notion MCP read, search, and update Notion pages and databases | Productivity & Docs | 4.4K | 576 | 14 days ago |
Browse by category
Developer Tools
2MCP servers that connect AI assistants to code, repositories, and developer workflows.
Browser Automation
2MCP servers that let AI assistants control a browser to navigate, click, and extract pages.
Web Scraping & Crawling
2MCP servers that fetch, crawl, and convert web content into clean data for AI assistants.
Search & Retrieval
1MCP servers that give AI assistants live web search and document retrieval.
Databases
2MCP servers that let AI assistants query and manage databases safely.
Cloud & Infrastructure
2MCP servers that connect AI assistants to cloud platforms and infrastructure APIs.
Payments
1MCP servers that let AI assistants work with billing, payments, and financial APIs.
Monitoring & Observability
2MCP servers that surface logs, metrics, and errors to AI assistants.
Productivity & Docs
2MCP servers that connect AI assistants to docs, wikis, and team productivity tools.
Files & Storage
2MCP servers that give AI assistants access to files, drives, and object storage.
Frequently asked questions
What is an MCP server?
An MCP server is a program that exposes tools, data, or APIs to AI assistants through the Model Context Protocol, letting models read and act on external systems in a standardized way.
What is the Model Context Protocol (MCP)?
The Model Context Protocol is an open standard that defines how AI assistants connect to external tools and data sources, so the same server works across many MCP-compatible clients.
How are MCP servers ranked on MCP Server Finder?
Servers are ranked primarily by GitHub stars, with category, client compatibility, and freshness (recent commits) used to organize and contextualize the list.
How often is the data updated?
GitHub statistics (stars, forks, open issues, last commit) are refreshed from the public GitHub API, and every page shows its last updated date.
Last updated