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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

Made With ML vs Weights & Biases

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

Made With ML

Learn how to develop, deploy and iterate on production-grade ML applications.

Best matched with other platform tools.

49.7K
Stars
+308
Weekly
48/100
Health
Weights & Biases

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

Best matched with other platform tools.

11.1K
Stars
+17
Weekly
62/100
Health

Quick Take

Adoption

Made With ML has the larger GitHub footprint with 49.7K stars.

Momentum

Made With ML is currently growing faster at +308 stars this week.

Maintenance

Weights & Biases has the stronger automated maintenance signal at 62/100. 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.

SignalMade With MLWeights & Biases
Evidence statusBasic listing· 2026-10-04 09:18 UTCBasic listing· 2026-10-04 09:17 UTC
GitHub stars49.7K11.1K
Weekly growth+308+17
Health scoreWatch48/100Healthy62/100
Contributors1237
Commits per week0.026.2
Open issues25854
LanguageJupyter NotebookPython
LicenseMITMIT
Last commit2026-03-04 23:44 UTC2026-05-12 00:23 UTC
Last releasev1.1.0v0.26.1

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