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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

Socraticode vs awesome-mcp-servers

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

Socraticode

Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid semantic search, polyglot dependency graphs, symbol-level impact analysis & call-flow, interactive HTML viewer, cross-project & branch-aware search, DB/API/infra knowledge. 61% less tokens, 84% fewer calls, 37x faster. Cloud in beta.

Best matched with other framework tools.

2.5K
Stars
0
Weekly
54/100
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.

SignalSocraticodeawesome-mcp-servers
Evidence statusNeeds recheck· 2026-09-07 09:36 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars2.5K95.8K
Weekly growth0+4.4K
Health scoreWatch54/100Strong80/100
Contributors143.1K
Commits per week11.5247.3
Open issues02.8K
LanguageTypeScriptN/A
LicenseAGPL-3.0MIT
Last commit2026-05-08 10:01 UTC2026-09-27 02:12 UTC
Last releasev1.8.10N/A

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