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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 Llm App

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
Llm App

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

Best matched with other interface tools.

59.0K
Stars
-768
Weekly
28/100
Health

Quick Take

Adoption

Llm App has the larger GitHub footprint with 59.0K stars.

Momentum

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

Maintenance

Kotaemon has the stronger automated maintenance signal at 56/100. 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.

SignalKotaemonLlm App
Evidence statusBasic listing· 2026-10-04 09:17 UTCBasic listing· 2026-10-04 09:18 UTC
GitHub stars25.6K59.0K
Weekly growth+200-768
Health scoreWatch56/100Caution28/100
Contributors3927
Commits per week0.10.3
Open issues23610
LanguagePythonJupyter Notebook
LicenseApache-2.0MIT
Last commit2026-07-14 16:53 UTC2026-07-05 17:59 UTC
Last releasev0.12.0N/A

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