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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

Deep-Live-Cam vs dify

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

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
dify

Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.

Best matched with other framework tools.

157.8K
Stars
+815
Weekly
92/100
Health

Quick Take

Adoption

dify has the larger GitHub footprint with 157.8K stars.

Momentum

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

Maintenance

dify has the stronger automated maintenance signal at 92/100. 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.

SignalDeep-Live-Camdify
Evidence statusVerified snapshot· 2026-10-04 09:19 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars96.9K157.8K
Weekly growth+2.2K+815
Health scoreHealthy62/100Strong92/100
Contributors761.3K
Commits per week3.1124.9
Open issues54759
LanguagePythonTypeScript
LicenseAGPL-3.0NOASSERTION
Last commit2026-09-26 10:05 UTC2026-10-03 15:55 UTC
Last release2.7-RC11.14.0

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