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 | 89.4K | 11.4K | 12 days ago |
| 2 | Google Drive MCP search and read files stored in Google Drive | Files & Storage | 89.4K | 11.4K | 12 days ago |
| 3 | Context7 pull up-to-date, version-specific library documentation and code examples | Developer Tools | 60.6K | 2.9K | today |
| 4 | Playwright MCP control a real browser to navigate, click, type, and extract page content | Browser Automation | 36K | 3K | 3 days ago |
| 5 | GitHub MCP Server connect to GitHub repositories, issues, pull requests, and code search | Developer Tools | 32.1K | 4.8K | today |
| 6 | Agent Skills Search Server search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server | Search & Retrieval | 24.1K | 1.8K | yesterday |
| 7 | AWS MCP Servers interact with AWS services and documentation through specialized MCP servers | Cloud & Infrastructure | 9.6K | 1.7K | today |
| 8 | Firecrawl MCP crawl websites and convert pages into clean markdown or structured data | Web Scraping & Crawling | 7.2K | 843 | today |
| 9 | MCP Registry Server publish and discover MCP servers via the official MCP Registry. Powered by HAPI MCP server | Developer Tools | 7.1K | 940 | today |
| 10 | strata progressive tool usage at any scale (see https://klavis.ai) | Developer Tools | 5.8K | 557 | 2 months ago |
Browse by category
Developer Tools
250MCP servers that connect AI assistants to code, repositories, and developer workflows.
Browser Automation
8MCP servers that let AI assistants control a browser to navigate, click, and extract pages.
Web Scraping & Crawling
9MCP servers that fetch, crawl, and convert web content into clean data for AI assistants.
Search & Retrieval
70MCP servers that give AI assistants live web search and document retrieval.
Databases
16MCP servers that let AI assistants query and manage databases safely.
Cloud & Infrastructure
7MCP servers that connect AI assistants to cloud platforms and infrastructure APIs.
Payments
6MCP servers that let AI assistants work with billing, payments, and financial APIs.
Monitoring & Observability
58MCP servers that surface logs, metrics, and errors to AI assistants.
Productivity & Docs
15MCP servers that connect AI assistants to docs, wikis, and team productivity tools.
Files & Storage
14MCP 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