Apache Airflow
Data pipelines & ETLIndustry-standard Python workflow scheduler for data teams
- Stars
- ★ 47.2k
- Licence
- Apache-2.0
- Updated
- Self-host
- Commercial OK
Alternative to Airflow managed, Make

Open-source notebook-style data pipeline tool
From GitHub, fetched 19 Oct 2026.
Mage is an open-source tool for building and running data pipelines in a notebook-like UI, with hybrid cloud and self-host options.
| Runs on | Linux, Web, Self-hosted |
|---|---|
| Hosting | Self-host or cloud |
| Commercial use | Allowed Open-source licence (Apache-2.0): the Open Source Definition rules out restrictions on fields of use, including business use. |
Sources: mage.ai · opensource.org/osd, checked 19 Oct 2026. “Runs on” is from this listing. Blank means we haven't found it in official docs yet, not that it's unsupported.
Industry-standard Python workflow scheduler for data teams
Alternative to Airflow managed, Make
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