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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

Agents Towards Production vs awesome-llm-apps

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

Agents Towards Production

End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

Best matched with other agent tools.

21.2K
Stars
+2.1K
Weekly
55/100
Health
awesome-llm-apps

100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.

Best matched with other agent tools.

140.7K
Stars
+16.4K
Weekly
76/100
Health

Quick Take

Adoption

awesome-llm-apps has the larger GitHub footprint with 140.7K stars.

Momentum

awesome-llm-apps is currently growing faster at +16.4K stars this week.

Maintenance

awesome-llm-apps has the stronger automated maintenance signal at 76/100. 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.

SignalAgents Towards Productionawesome-llm-apps
Evidence statusBasic listing· 2026-10-04 09:17 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars21.2K140.7K
Weekly growth+2.1K+16.4K
Health scoreWatch55/100Healthy76/100
Contributors2597
Commits per week2.211.4
Open issues129
LanguageJupyter NotebookPython
LicenseNOASSERTIONApache-2.0
Last commit2026-07-14 18:50 UTC2026-09-30 20:31 UTC
Last releaseN/AN/A

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