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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

Kotaemon vs Quivr

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

Kotaemon

An open-source RAG-based tool for chatting with your documents.

Best matched with other interface tools.

25.6K
Stars
+200
Weekly
56/100
Health
Quivr

Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.

Best matched with other interface tools.

39.6K
Stars
+79
Weekly
64/100
Health

Quick Take

Adoption

Quivr has the larger GitHub footprint with 39.6K stars.

Momentum

Kotaemon is currently growing faster at +200 stars this week.

Maintenance

Quivr has the stronger automated maintenance signal at 64/100. 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.

SignalKotaemonQuivr
Evidence statusBasic listing· 2026-10-04 09:17 UTCBasic listing· 2026-10-04 09:17 UTC
GitHub stars25.6K39.6K
Weekly growth+200+79
Health scoreWatch56/100Healthy64/100
Contributors39119
Commits per week0.10.0
Open issues23634
LanguagePythonPython
LicenseApache-2.0NOASSERTION
Last commit2026-07-14 16:53 UTC2026-08-31 18:02 UTC
Last releasev0.12.0core-0.0.33

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