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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

Agent Reach vs crawl4ai

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

Agent Reach

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

Best matched with other agent tools.

61.1K
Stars
+41.9K
Weekly
79/100
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

crawl4ai has the larger GitHub footprint with 84.7K stars.

Momentum

Agent Reach is currently growing faster at +41.9K stars this week.

Maintenance

Agent Reach has the stronger automated maintenance signal at 79/100. 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.

SignalAgent Reachcrawl4ai
Evidence statusBasic listing· 2026-10-04 09:17 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars61.1K84.7K
Weekly growth+41.9K0
Health scoreHealthy79/100Healthy66/100
Contributors3095
Commits per week6.510.6
Open issues169226
LanguagePythonPython
LicenseMITApache-2.0
Last commit2026-07-25 10:20 UTC2026-09-25 06:37 UTC
Last releasev1.5.0v0.9.4

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