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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

Mcporter vs awesome-mcp-servers

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

Mcporter

Call MCPs via TypeScript, masquerading as simple TypeScript API. Or package them as cli.

Best matched with other framework tools.

5.0K
Stars
+144
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.

SignalMcporterawesome-mcp-servers
Evidence statusNeeds recheck· 2026-09-07 09:36 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars5.0K95.8K
Weekly growth+144+4.4K
Health scoreHealthy71/100Strong80/100
Contributors463.1K
Commits per week15.8247.3
Open issues12.8K
LanguageTypeScriptN/A
LicenseMITMIT
Last commit2026-08-31 07:54 UTC2026-09-27 02:12 UTC
Last releasev0.13.8N/A

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