Model Context Protocol servers and tool-calling infrastructure. Ranked by community traction, with live GitHub stars and what each is best at.
The reference collection of Model Context Protocol servers — connect agents to files, GitHub, databases, and more. Best for tool integration.
The fast, Pythonic way to build MCP servers and clients — decorators over boilerplate. Best for building MCP servers.
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