54% of MCP tools have solid code but zero users. They're invisible to AI agents. Is yours one of them?
Paste your GitHub URL → see your grade in 5 seconds. Free. No signup.
We scored 39,762 MCP servers. You get a clear grade (F to B+), a badge for your README, monthly ecosystem reports, and transparent
methodology.
Open source (MIT). Built for builders who want to know if their tool is any good.
