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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

Scrapling vs awesome-mcp-servers

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

Scrapling

🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

Best matched with other framework tools.

70.7K
Stars
+21.8K
Weekly
78/100
Health
awesome-mcp-servers

A collection of MCP servers.

Best matched with other framework tools.

95.8K
Stars
+4.4K
Weekly
80/100
Health

Quick Take

Adoption

awesome-mcp-servers has the larger GitHub footprint with 95.8K stars.

Momentum

Scrapling is currently growing faster at +21.8K stars this week.

Maintenance

awesome-mcp-servers has the stronger automated maintenance signal at 80/100. 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.

SignalScraplingawesome-mcp-servers
Evidence statusBasic listing· 2026-10-04 09:17 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars70.7K95.8K
Weekly growth+21.8K+4.4K
Health scoreHealthy78/100Strong80/100
Contributors273.1K
Commits per week9.9247.3
Open issues52.8K
LanguagePythonN/A
LicenseBSD-3-ClauseMIT
Last commit2026-07-20 13:04 UTC2026-09-27 02:12 UTC
Last releasev0.4.11N/A

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