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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

Magic Context vs claude-mem

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

Magic Context

Unbounded context. Memory that manages itself. One session, for life. The hippocampus for coding agents, part of CortexKit.

Best matched with other agent tools.

1.6K
Stars
0
Weekly
66/100
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.

SignalMagic Contextclaude-mem
Evidence statusBasic listing· 2026-10-04 09:18 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars1.6K95.8K
Weekly growth0+13.4K
Health scoreHealthy66/100Strong95/100
Contributors17122
Commits per week140.430.1
Open issues28354
LanguageTypeScriptJavaScript
LicenseMITApache-2.0
Last commit2026-07-31 14:58 UTC2026-10-04 09:15 UTC
Last releasedashboard-v0.11.0v13.11.0

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