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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

Scientific Agent Skills vs Archify

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

Scientific Agent Skills

Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 190,000+ scientists worldwide. 165 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.

Best matched with other agent tools.

43.5K
Stars
+3.2K
Weekly
86/100
Health
Archify

Turn any idea, plan, or codebase into a beautiful interactive diagram. An agent skill for Claude Code, Codex, and more.

Best matched with other agent tools.

76.9K
Stars
0
Weekly
69/100
Health

Quick Take

Adoption

Archify has the larger GitHub footprint with 76.9K stars.

Momentum

Scientific Agent Skills is currently growing faster at +3.2K stars this week.

Maintenance

Scientific Agent Skills 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.

SignalScientific Agent SkillsArchify
Evidence statusBasic listing· 2026-10-04 09:18 UTCBasic listing· 2026-10-04 09:17 UTC
GitHub stars43.5K76.9K
Weekly growth+3.2K0
Health scoreStrong86/100Healthy69/100
Contributors5175
Commits per week14.564.0
Open issues32199
LanguagePythonJavaScript
LicenseMITMIT
Last commit2026-09-02 16:25 UTC2026-10-04 08:57 UTC
Last releasev2.66.0v3.0.1

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