← MCP Scorecard

How we score MCP servers

Every MCP server is scored 0–100 across 10 categories (10 points each), using static analysis (AST + filesystem), PyPI health, and directory presence.

CategoryWhat it measures
READMElength, install command, client config block
Tool designtools present + share with meaningful descriptions
Examplesexamples dir / config block
Tests + CItest suite + CI workflows
Transportsstdio / streamable-http declared
Metadataserver.json, OSI license, glama/smithery, icon, llms.txt
Reliabilityimports cleanly, published, bounded tool count
SecuritySECURITY.md, clean import, OSI license
Docs surfacechangelog, llms.txt, well-known card, directory listings
Provenance / Revenueattestation, Stripe, PAYG, upsell