Show HN: I analyzed 42,000 MCP servers to see which are agent-ready

Category: devtools

Tags: mcp, agent-readiness, protocol-analysis

Score: 7.7/10 (Innovation: 7, Technical: 8, Documentation: 6, Utility: 8)

This project analyzes 42,000 MCP (Model Context Protocol) servers to assess their readiness for autonomous agent use, evaluating dimensions like discoverability, protocol conformance, and safety. It provides a free scanner and a detailed rubric based on industry specs, revealing that only a tiny fraction of public MCP servers are truly agent-ready. The work is interesting for its systematic approach to measuring a critical gap in the MCP ecosystem.

Target audience: ai-ml engineers, backend devs, devops

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