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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

awesome-llm-apps vs crawl4ai

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

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
crawl4ai

Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key.

Best matched with other agent tools.

84.7K
Stars
0
Weekly
66/100
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.

Signalawesome-llm-appscrawl4ai
Evidence statusVerified snapshot· 2026-10-04 09:19 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars140.7K84.7K
Weekly growth+16.4K0
Health scoreHealthy76/100Healthy66/100
Contributors9795
Commits per week11.410.6
Open issues9226
LanguagePythonPython
LicenseApache-2.0Apache-2.0
Last commit2026-09-30 20:31 UTC2026-09-25 06:37 UTC
Last releaseN/Av0.9.4

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