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mcpscore

A CLI and web tool that audits any MCP server and scores it 0-100 on spec compliance and quality.

Desktopfree

mcpscore audits any MCP (Model Context Protocol) server — local or remote — and produces a scored, actionable report covering protocol conformance, tool/resource quality, security and OAuth posture, and readiness for the latest spec revision. It runs deterministically with no API key or sign-up, as a CLI, GitHub Action, or via mcpscore.dev. It's aimed at developers building or publishing MCP servers who want to catch spec violations before agents encounter them.

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Developer ToolsAI Coding Tools

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Behind the summary, Matchbox keeps a richer profile of mcpscore - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

  • Problem & pain-point mapping
  • Who we surface it to (audience fit)
  • What it's a strong alternative to
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