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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

Opik vs OpenHands

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

Opik

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

Best matched with other agent tools.

20.9K
Stars
+1.6K
Weekly
73/100
Health
OpenHands

🙌 OpenHands: AI-Driven Development

Best matched with other agent tools.

73.2K
Stars
+536
Weekly
86/100
Health

Quick Take

Adoption

OpenHands has the larger GitHub footprint with 73.2K stars.

Momentum

Opik is currently growing faster at +1.6K stars this week.

Maintenance

OpenHands has the stronger automated maintenance signal at 86/100. 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.

SignalOpikOpenHands
Evidence statusBasic listing· 2026-10-04 09:18 UTCBasic listing· 2026-10-04 09:17 UTC
GitHub stars20.9K73.2K
Weekly growth+1.6K+536
Health scoreHealthy73/100Strong86/100
Contributors143473
Commits per week72.253.5
Open issues162425
LanguagePythonPython
LicenseApache-2.0NOASSERTION
Last commit2026-07-27 07:46 UTC2026-05-12 00:20 UTC
Last release2.1.321.7.0

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