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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 firecrawl

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
firecrawl

Supercharge your AI agents with data from the web and beyond. Building the library for superintelligence. 🔥

Best matched with other agent tools.

188.4K
Stars
+36.0K
Weekly
80/100
Health

Quick Take

Adoption

firecrawl has the larger GitHub footprint with 188.4K stars.

Momentum

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

Maintenance

firecrawl 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.

SignalAgent Reachfirecrawl
Evidence statusBasic listing· 2026-10-04 09:17 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars61.1K188.4K
Weekly growth+41.9K+36.0K
Health scoreHealthy79/100Strong80/100
Contributors30161
Commits per week6.549.8
Open issues169437
LanguagePythonTypeScript
LicenseMITAGPL-3.0
Last commit2026-07-25 10:20 UTC2026-10-03 18:46 UTC
Last releasev1.5.0v2.11.0

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