Main
A repeatable evaluation loop for MCP directories:
- Filter by capability (DB, tracing, CI, browser) and by install surface (single binary vs npm/pip).
- Prefer servers with explicit licenses, recent pushes, and clear environment variable docs.
- Start read-only: list tools, call diagnostics, and only then enable write tools.
README excerpt (verbatim)

Awesome MCP Servers 
A curated, community-driven list of awesome Model Context Protocol (MCP) servers, tools, frameworks, clients, and utilities. MCP is an open protocol that enables AI models to securely interact with local and remote resources through standardized server implementations.
BTW, we provide a full list of MCP (Master Control Program) Servers, which is compiled by a web crawler and contains approximately 6000 entries.
All Documents
Call for translators! We're looking for translators to help translate this spec for everyone!
Read our documentation in the following languages:
| Language | Link |
|---|---|
| English | English |
| 简体中文 | 简体中文 |
| 繁體中文 | 繁體中文 |
| 日本語 | 日本語 |
| 한국어 | 한국어 |
What is MCP?
MCP is an open protocol that enables AI models to securely interact with local and remote resources through standardized server implementations. This list focuses on production-ready and experimental MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.
Contents
Tutorials
Community
⚠️ Security Warning
FAQ
Q: Is this a server implementation? A: No—this is a curated directory. Each entry links to a separate MCP server repo.
Q: How do I choose between similar servers? A: Compare install complexity, transport (stdio vs HTTP), and what clients they document.
Q: How do I reduce risk? A: Scan third-party servers, run them locally first, and start with read-only tool calls.
