AI Tools Scout
Open-source ToolsLLM ProjectsMCP ServersMethodology
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.

Explore
Open source AI projectsOpen source LLM projectsMCP servers list
More
SkillsContentAbout
Rankings use public ecosystem signals. Treat them as a starting point, then confirm license, setup, safety, and fit with the upstream project.
← Back to Leaderboard

Project comparison

Label Studio vs Made With ML

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

Label Studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

Best matched with other platform tools.

27.3K
Stars
+70
Weekly
74/100
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

Label Studio has the stronger automated maintenance signal at 74/100. 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.

SignalLabel StudioMade With ML
Evidence statusBasic listing· 2026-10-04 09:18 UTCBasic listing· 2026-10-04 09:18 UTC
GitHub stars27.3K49.7K
Weekly growth+70+308
Health scoreHealthy74/100Watch48/100
Contributors1561
Commits per week21.20.0
Open issues88325
LanguageTypeScriptJupyter Notebook
LicenseApache-2.0MIT
Last commit2026-05-12 00:26 UTC2026-03-04 23:44 UTC
Last release1.23.0v1.1.0

Weekly AI open-source movers

Get the fastest-growing projects, useful MCP servers, and technical reads in one weekly email.