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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

Txtai vs claude-mem

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

Txtai

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

Best matched with other agent tools.

12.8K
Stars
+297
Weekly
68/100
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.

SignalTxtaiclaude-mem
Evidence statusBasic listing· 2026-10-04 09:18 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars12.8K95.8K
Weekly growth+297+13.4K
Health scoreHealthy68/100Strong95/100
Contributors31122
Commits per week11.030.1
Open issues8354
LanguagePythonJavaScript
LicenseApache-2.0Apache-2.0
Last commit2026-08-02 20:56 UTC2026-10-04 09:15 UTC
Last releasev9.12.0v13.11.0

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