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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

Weights & Biases vs Made With ML

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

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
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

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.

SignalWeights & BiasesMade With ML
Evidence statusBasic listing· 2026-10-04 09:17 UTCBasic listing· 2026-10-04 09:18 UTC
GitHub stars11.1K49.7K
Weekly growth+17+308
Health scoreHealthy62/100Watch48/100
Contributors2371
Commits per week26.20.0
Open issues85425
LanguagePythonJupyter Notebook
LicenseMITMIT
Last commit2026-05-12 00:23 UTC2026-03-04 23:44 UTC
Last releasev0.26.1v1.1.0

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