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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

Coding Tools Mcp vs crawl4ai

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

Coding Tools Mcp

Give any AI agent the ability to code

Best matched with other agent tools.

647
Stars
0
Weekly
50/100
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

Coding Tools Mcp is currently growing faster at 0 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.

SignalCoding Tools Mcpcrawl4ai
Evidence statusBasic listing· 2026-10-04 09:17 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars64784.7K
Weekly growth00
Health scoreWatch50/100Healthy66/100
Contributors795
Commits per week9.810.6
Open issues5226
LanguagePythonPython
LicenseApache-2.0Apache-2.0
Last commit2026-07-30 05:02 UTC2026-09-25 06:37 UTC
Last releasev0.2.2v0.9.4

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