Sources

Where our listings come from

We find software in public registries and open datasets, then check every listing ourselves. Finding is shared work; the checking, scoring and signing are ours.

Data we credit

We also read from

The official MCP Registry · npm · PyPI · crates.io · Homebrew · Smithery · APIs.guru · Hugging Face · OpenRouter · Replicate · Home Assistant · GitHub · OSV.dev · OpenSSF Scorecard

Every listing is independently checked by Unfragile. How we check.