AI-curated, self-updating directory of MCP servers. Discovered from GitHub & the official registry, analyzed and ranked by AI weekly.
概览
A self-curating directory of Model Context Protocol servers — a Continuous AI experiment. Discovered from GitHub and the Official MCP Registry, analyzed by DeepSeek-V4.1-Flash weekly and scored with a published, reproducible trust formula. curation is a job for AI, not gatekeepers. No maintainers deciding what's "in", no PR queues, no politics — just a Continuous AI workflow that discovers, judges, and re-judges every server on merit, week after week. This list is a small proof of a bigger idea: that AI can own a real, useful, self-maintaining system end to end. Humans set the rules once; the AI runs it. Point it at AGENTS.md first: this list is machine-generated, servers are nominated through an issue form (never a pull request), and PRs editing the generated files are closed automatically. Machine-readable map of the repo: llms.txt. *...and 4 more. See known_servers.json for the full list.
README
以下为原文 README 节选，完整内容请查看原文。
Awesome MCP Registry
A self-curating directory of Model Context Protocol servers — a Continuous AI experiment. Discovered from GitHub and the Official MCP Registry, analyzed by DeepSeek-V4.1-Flash weekly and scored with a published, reproducible trust formula.
Our bet: curation is a job for AI, not gatekeepers. No maintainers deciding what’s “in”, no PR queues, no politics — just a Continuous AI workflow that discovers, judges, and re-judges every server on merit, week after week. This list is a small proof of a bigger idea: that AI can own a real, useful, self-maintaining system end to end. Humans set the rules once; the AI runs it.
Using an AI agent on this repo? Point it at AGENTS.md first: this list is machine-generated, servers are nominated through an issue form (never a pull request), and PRs editing the generated files are closed automatically. Machine-readable map of the repo: llms.txt.
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Databases (3)
| Server | Trust | Stars | Description |
|---|---|---|---|
| googleapis/mcp-toolbox | 96/100 | 16768 (+47/wk) | An open source MCP server that connects AI agents and IDEs to enterprise databases like PostgreSQL, MySQL, BigQuery, and MongoDB through prebuilt and custom tools. |
| benborla/mcp-server-mysql | 75/100 | 2193 (+14/wk) | An MCP server that gives LLMs read-only (optionally write-enabled) access to MySQL databases for schema inspection and querying. |
| qdrant/mcp-server-qdrant | 70/100 | 1562 (+9/wk) | An official MCP server that stores and retrieves semantic memories in a Qdrant vector database via qdrant-store and qdrant-find tools. |
Dev Tools (24)
安装
This server does not publish a one-line install command.
Open the repository installation guide 新手？先看 mcpskill.org 教程 →