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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

Deepaudit vs Mempalace

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

Deepaudit

DeepAudit：人人拥有的 AI 黑客战队，让漏洞挖掘触手可及。国内首个开源的代码漏洞挖掘多智能体系统。小白一键部署运行，自主协作审计 + 自动化沙箱 PoC 验证。支持 Ollama 私有部署 ，一键生成报告。支持中转站。​让安全不再昂贵，让审计不再复杂。

Best matched with other inference tools.

6.8K
Stars
+150
Weekly
58/100
Health
Mempalace

The best-benchmarked open-source AI memory system. And it's free.

Best matched with other inference tools.

57.6K
Stars
+5.6K
Weekly
95/100
Health

Quick Take

Adoption

Mempalace has the larger GitHub footprint with 57.6K stars.

Momentum

Mempalace is currently growing faster at +5.6K stars this week.

Maintenance

Mempalace has the stronger automated maintenance signal at 95/100. 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.

SignalDeepauditMempalace
Evidence statusBasic listing· 2026-10-04 09:17 UTCBasic listing· 2026-10-04 09:17 UTC
GitHub stars6.8K57.6K
Weekly growth+150+5.6K
Health scoreWatch58/100Strong95/100
Contributors16124
Commits per week0.276.2
Open issues92641
LanguagePythonPython
LicenseAGPL-3.0MIT
Last commit2026-08-01 02:10 UTC2026-07-22 03:57 UTC
Last releasev3.0.4v3.6.0

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