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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

Coze Studio vs Llm App

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

Coze Studio

An AI agent development platform with all-in-one visual tools, simplifying agent creation, debugging, and deployment like never before. Coze your way to AI Agent creation.

Best matched with other interface tools.

21.3K
Stars
+55
Weekly
63/100
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

Coze Studio is currently growing faster at +55 stars this week.

Maintenance

Coze Studio has the stronger automated maintenance signal at 63/100. 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.

SignalCoze StudioLlm App
Evidence statusBasic listing· 2026-10-04 09:18 UTCBasic listing· 2026-10-04 09:18 UTC
GitHub stars21.3K59.0K
Weekly growth+55-768
Health scoreHealthy63/100Caution28/100
Contributors6227
Commits per week0.10.3
Open issues53410
LanguageTypeScriptJupyter Notebook
LicenseApache-2.0MIT
Last commit2026-07-29 03:18 UTC2026-07-05 17:59 UTC
Last releasev0.5.1N/A

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