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

Evidently vs Airflow

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

Evidently

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

Best matched with other platform tools.

8.0K
Stars
+71
Weekly
54/100
Health
Airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

Best matched with other platform tools.

46.2K
Stars
+845
Weekly
88/100
Health

Quick Take

Adoption

Airflow has the larger GitHub footprint with 46.2K stars.

Momentum

Airflow is currently growing faster at +845 stars this week.

Maintenance

Airflow has the stronger automated maintenance signal at 88/100. 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.

SignalEvidentlyAirflow
Evidence statusBasic listing· 2026-10-04 09:18 UTCBasic listing· 2026-10-04 09:17 UTC
GitHub stars8.0K46.2K
Weekly growth+71+845
Health scoreWatch54/100Strong88/100
Contributors974.5K
Commits per week0.2166.0
Open issues3231.8K
LanguageJupyter NotebookPython
LicenseApache-2.0Apache-2.0
Last commit2026-09-29 08:32 UTC2026-07-22 15:42 UTC
Last releasev0.7.233.3.0

Weekly AI open-source movers

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