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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

Cai vs Deep-Live-Cam

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

Cai

Cybersecurity AI (CAI), the framework for AI Security

Best matched with other framework tools.

9.7K
Stars
+1.2K
Weekly
68/100
Health
Deep-Live-Cam

real time face swap and one-click video deepfake with only a single image

Best matched with other framework tools.

96.9K
Stars
+2.2K
Weekly
62/100
Health

Quick Take

Adoption

Deep-Live-Cam has the larger GitHub footprint with 96.9K stars.

Momentum

Deep-Live-Cam is currently growing faster at +2.2K stars this week.

Maintenance

Cai has the stronger automated maintenance signal at 68/100. 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.

SignalCaiDeep-Live-Cam
Evidence statusBasic listing· 2026-10-04 09:18 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars9.7K96.9K
Weekly growth+1.2K+2.2K
Health scoreHealthy68/100Healthy62/100
Contributors9776
Commits per week0.33.1
Open issues1454
LanguagePythonPython
LicenseNOASSERTIONAGPL-3.0
Last commit2026-07-14 12:55 UTC2026-09-26 10:05 UTC
Last releaseN/A2.7-RC1

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