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AI Tools Scout

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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Project comparison

Registry vs awesome-mcp-servers

Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.

Registry

A community driven registry service for Model Context Protocol (MCP) servers.

Best matched with other framework tools.

7.2K
Stars
+362
Weekly
71/100
Health
awesome-mcp-servers

A collection of MCP servers.

Best matched with other framework tools.

95.8K
Stars
+4.4K
Weekly
80/100
Health

Quick Take

Adoption

awesome-mcp-servers has the larger GitHub footprint with 95.8K stars.

Momentum

awesome-mcp-servers is currently growing faster at +4.4K stars this week.

Maintenance

awesome-mcp-servers has the stronger automated maintenance signal at 80/100. This is not a security or fit verdict.

Side-by-side evidence

Use these signals to narrow your choice, then confirm setup, license, and fit upstream.

SignalRegistryawesome-mcp-servers
Evidence statusBasic listing· 2026-10-04 09:17 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars7.2K95.8K
Weekly growth+362+4.4K
Health scoreHealthy71/100Strong80/100
Contributors713.1K
Commits per week5.0247.3
Open issues1352.8K
LanguageGoN/A
LicenseNOASSERTIONMIT
Last commit2026-08-12 23:34 UTC2026-09-27 02:12 UTC
Last releasev1.8.1N/A

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