Model Context Protocol servers and tool-calling infrastructure. Ranked by community traction, with live GitHub stars and what each is best at.
Short answer: the best mcp & tool servers for AI agents by community traction is MCP Servers (★ 89k), followed by FastMCP.
✓ Live data verified
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.
By community traction, MCP Servers (★ 89k) leads the mcp & tool servers in our directory. The reference collection of Model Context Protocol servers — connect agents to files, GitHub, databases, and more.
MCP Servers is the most-starred open-source option; FastMCP and others are strong runners-up.
MCP Servers, at ★ 89k (live count).
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