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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 dify

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
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

Cai is currently growing faster at +1.2K 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.

SignalCaidify
Evidence statusBasic listing· 2026-10-04 09:18 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars9.7K157.8K
Weekly growth+1.2K+815
Health scoreHealthy68/100Strong92/100
Contributors971.3K
Commits per week0.3124.9
Open issues14759
LanguagePythonTypeScript
LicenseNOASSERTIONNOASSERTION
Last commit2026-07-14 12:55 UTC2026-10-03 15:55 UTC
Last releaseN/A1.14.0

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