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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

firecrawl vs claude-mem

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

firecrawl

Supercharge your AI agents with data from the web and beyond. Building the library for superintelligence. 🔥

Best matched with other agent tools.

188.4K
Stars
+36.0K
Weekly
80/100
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

firecrawl has the larger GitHub footprint with 188.4K stars.

Momentum

firecrawl is currently growing faster at +36.0K 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.

Signalfirecrawlclaude-mem
Evidence statusVerified snapshot· 2026-10-04 09:19 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars188.4K95.8K
Weekly growth+36.0K+13.4K
Health scoreStrong80/100Strong95/100
Contributors161122
Commits per week49.830.1
Open issues437354
LanguageTypeScriptJavaScript
LicenseAGPL-3.0Apache-2.0
Last commit2026-10-03 18:46 UTC2026-10-04 09:15 UTC
Last releasev2.11.0v13.11.0

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