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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

Thclaws vs claude-mem

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

Thclaws

Open-source agent harness platform. Native Rust, multi-provider, runs on your own machine. Sovereign by design.

Best matched with other agent tools.

871
Stars
0
Weekly
71/100
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

claude-mem has the larger GitHub footprint with 95.8K 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.

SignalThclawsclaude-mem
Evidence statusBasic listing· 2026-10-04 09:17 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars87195.8K
Weekly growth0+13.4K
Health scoreHealthy71/100Strong95/100
Contributors20122
Commits per week20.330.1
Open issues0354
LanguageRustJavaScript
LicenseApache-2.0Apache-2.0
Last commit2026-05-11 18:15 UTC2026-10-04 09:15 UTC
Last releasev0.8.9v13.11.0

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