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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

Genai Toolbox vs crawl4ai

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

Genai Toolbox

MCP Toolbox for Databases is an open source MCP server for databases.

Best matched with other agent tools.

16.0K
Stars
+877
Weekly
89/100
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

Genai Toolbox is currently growing faster at +877 stars this week.

Maintenance

Genai Toolbox has the stronger automated maintenance signal at 89/100. 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.

SignalGenai Toolboxcrawl4ai
Evidence statusBasic listing· 2026-10-04 09:17 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars16.0K84.7K
Weekly growth+8770
Health scoreStrong89/100Healthy66/100
Contributors14695
Commits per week23.410.6
Open issues254226
LanguageGoPython
LicenseApache-2.0Apache-2.0
Last commit2026-07-27 06:19 UTC2026-09-25 06:37 UTC
Last releasev1.7.0v0.9.4

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