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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 open-webui

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
open-webui

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

Best matched with other interface tools.

153.9K
Stars
+1.0K
Weekly
93/100
Health

Quick Take

Adoption

open-webui has the larger GitHub footprint with 153.9K stars.

Momentum

open-webui is currently growing faster at +1.0K stars this week.

Maintenance

open-webui has the stronger automated maintenance signal at 93/100. 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.

SignalKotaemonopen-webui
Evidence statusBasic listing· 2026-10-04 09:17 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars25.6K153.9K
Weekly growth+200+1.0K
Health scoreWatch56/100Strong93/100
Contributors39826
Commits per week0.1110.8
Open issues236234
LanguagePythonPython
LicenseApache-2.0NOASSERTION
Last commit2026-07-14 16:53 UTC2026-10-03 13:06 UTC
Last releasev0.12.0v0.9.5

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