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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

autoresearch vs claude-mem

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

autoresearch

AI agents running research on single-GPU nanochat training automatically

Best matched with other agent tools.

97.2K
Stars
+1.9K
Weekly
57/100
Health
claude-mem

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More

Best matched with other agent tools.

95.8K
Stars
+13.4K
Weekly
95/100
Health

Quick Take

Adoption

autoresearch has the larger GitHub footprint with 97.2K stars.

Momentum

claude-mem is currently growing faster at +13.4K stars this week.

Maintenance

claude-mem 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.

Signalautoresearchclaude-mem
Evidence statusVerified snapshot· 2026-10-04 09:19 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars97.2K95.8K
Weekly growth+1.9K+13.4K
Health scoreWatch57/100Strong95/100
Contributors9122
Commits per week0.030.1
Open issues195354
LanguagePythonJavaScript
LicenseN/AApache-2.0
Last commit2026-03-26 00:07 UTC2026-10-04 09:15 UTC
Last releaseN/Av13.11.0

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