aak204/MCP-Scorecard

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Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protocol) servers.

22 ★6 forksPythonUpdated 4mo ago

What you need to know

A deterministic, CI-first quality scorecard for MCP servers. Scores MCP server repositories on structure and quality signals without using an LLM.

Key features

  • ✓Deterministic quality scoring for MCP servers
  • ✓CI-first, LLM-free analysis
  • ✓README and configuration checks

Best for

Auditing the quality of MCP server repos in CI

Reviewed 2026-08-11

Topics

agentic-aici-cddevsecopsllm-agentsmcpmodel-context-protocolpythonsecuritystatic-analysistrust-score
Stars
22★
Forks
6
Language
Python
License
Apache-2.0
Created
2026-03-29
Last push
2026-04-09