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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

Distilly vs Understand Anything

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

Distilly

Distilly — Distill how they think into reusable Skills for any Agent or Bot. Formerly Colleague Skill(原同事 Skill).

Best matched with other agent tools.

24.2K
Stars
+325
Weekly
58/100
Health
Understand Anything

Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.

Best matched with other agent tools.

77.3K
Stars
+63.1K
Weekly
92/100
Health

Quick Take

Adoption

Understand Anything has the larger GitHub footprint with 77.3K stars.

Momentum

Understand Anything is currently growing faster at +63.1K stars this week.

Maintenance

Understand Anything has the stronger automated maintenance signal at 92/100. 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.

SignalDistillyUnderstand Anything
Evidence statusBasic listing· 2026-10-04 09:18 UTCBasic listing· 2026-10-04 09:18 UTC
GitHub stars24.2K77.3K
Weekly growth+325+63.1K
Health scoreWatch58/100Strong92/100
Contributors465
Commits per week2.324.1
Open issues33258
LanguagePythonTypeScript
LicenseMITMIT
Last commit2026-08-25 07:18 UTC2026-07-30 02:54 UTC
Last releaseN/Av2.9.0

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