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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

Git Mcp vs crawl4ai

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

Git Mcp

Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project

Best matched with other agent tools.

8.4K
Stars
+76
Weekly
48/100
Health
crawl4ai

Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key.

Best matched with other agent tools.

84.7K
Stars
0
Weekly
66/100
Health

Quick Take

Adoption

crawl4ai has the larger GitHub footprint with 84.7K stars.

Momentum

Git Mcp is currently growing faster at +76 stars this week.

Maintenance

crawl4ai has the stronger automated maintenance signal at 66/100. 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.

SignalGit Mcpcrawl4ai
Evidence statusBasic listing· 2026-10-04 09:18 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars8.4K84.7K
Weekly growth+760
Health scoreWatch48/100Healthy66/100
Contributors1695
Commits per week0.010.6
Open issues81226
LanguageTypeScriptPython
LicenseApache-2.0Apache-2.0
Last commit2026-05-08 14:21 UTC2026-09-25 06:37 UTC
Last releaseN/Av0.9.4

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