Model Context Protocol MCP servers and AI tools, scored
Every Model Context Protocol tool listed on Agent Pegboard, highest public-signal score first: 5 listings. Average public-signal score 82/100. Repositories come from the modelcontextprotocol GitHub account.
Scores are computed Nov 4, 2026 from public GitHub data, not hands-on tests. Agent Pegboard is not affiliated with Model Context Protocol. See the methodology.
MCP Python SDK
Agent toolsThe official Python SDK for the Model Context Protocol, for building MCP servers and clients over stdio, Streamable HTTP and SSE.
MCP TypeScript SDK
Agent toolsThe official TypeScript SDK for the Model Context Protocol, for building MCP servers and clients; v2 is the stable line per its README.
MCP Reference Servers
MCP serversThe Model Context Protocol project's collection of reference MCP server implementations.
Claude DesktopMCP Inspector
Agent toolsA visual testing tool for MCP servers.
Claude CodeMCP Registry
MCP serversA community-driven registry service for Model Context Protocol servers.
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