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An open-source AI tools directory with clear use cases, visible source freshness, and maintenance evidence for anyone deciding what to try.

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Rankings use public ecosystem signals. Treat them as a starting point, then confirm license, setup, safety, and fit with the upstream project.
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MCP Scan — weekly registry health scans

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by app.rowb.mcp-scan

Weekly scans of MCP servers for availability and consistency, with a public dashboard.

Official Registry
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Other
Deployment
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npm Package
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PyPI Package
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npm Downloads/Week
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Source
Official Registry
Published
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Last Updated
10/4/2026

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