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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

Mcp vs Scrapling

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

Mcp

Open source MCP Servers for AWS

Best matched with other framework tools.

9.6K
Stars
+558
Weekly
86/100
Health
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

Quick Take

Adoption

Scrapling has the larger GitHub footprint with 70.7K stars.

Momentum

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

Maintenance

Mcp has the stronger automated maintenance signal at 86/100. 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.

SignalMcpScrapling
Evidence statusBasic listing· 2026-10-04 09:17 UTCBasic listing· 2026-10-04 09:17 UTC
GitHub stars9.6K70.7K
Weekly growth+558+21.8K
Health scoreStrong86/100Healthy78/100
Contributors31427
Commits per week18.89.9
Open issues2685
LanguagePythonPython
LicenseApache-2.0BSD-3-Clause
Last commit2026-08-08 15:47 UTC2026-07-20 13:04 UTC
Last release2026.08.20260805092707v0.4.11

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