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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

Outlines vs caveman

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

Outlines

Structured Outputs

Best matched with other inference tools.

15.5K
Stars
+1.7K
Weekly
70/100
Health
caveman

🪨 why use many token when few token do trick. Viral skill + proxy for coding agents that cuts 65% of tokens by talking like a caveman.

Best matched with other inference tools.

109.7K
Stars
+33.7K
Weekly
73/100
Health

Quick Take

Adoption

caveman has the larger GitHub footprint with 109.7K stars.

Momentum

caveman is currently growing faster at +33.7K stars this week.

Maintenance

caveman has the stronger automated maintenance signal at 73/100. 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.

SignalOutlinescaveman
Evidence statusBasic listing· 2026-10-04 09:18 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars15.5K109.7K
Weekly growth+1.7K+33.7K
Health scoreHealthy70/100Healthy73/100
Contributors18534
Commits per week6.28.5
Open issues133411
LanguagePythonJavaScript
LicenseApache-2.0Apache-2.0
Last commit2026-08-03 04:05 UTC2026-10-04 07:51 UTC
Last release1.3.2v1.9.1

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