MinIO
Data pipelines & ETLS3-compatible object storage used in self-hosted data flows
- Stars
- ★ 61.3k
- Licence
- AGPL-3.0
- Updated
- Self-host
- Commercial OK
Data orchestration stack
Airflow, Dagster, Prefect, Kestra and friends.
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
Apache Kafka
Data pipelines & ETLDistributed event streaming for high-volume pipelines
- Stars
- ★ 34.1k
- Licence
- Apache-2.0
- Updated
- Self-host
- Commercial OK
Kestra
Data pipelines & ETLDeclarative orchestration language for data and process workflows
- Stars
- ★ 29.9k
- Licence
- Apache-2.0
- Updated
- Self-host or cloud
- Commercial OK
Alternative to Airflow managed, Make
Prefect
Data pipelines & ETLPython workflow orchestration with a modern control plane
- Stars
- ★ 24k
- Licence
- Apache-2.0
- Updated
- Self-host or cloud
- Commercial OK
Alternative to Airflow managed, Zapier
Argo Workflows
Data pipelines & ETLKubernetes-native workflow engine for container jobs
- Stars
- ★ 17k
- Licence
- Apache-2.0
- Updated
- Self-host
- Commercial OK
Alternative to Airflow managed, Temporal Cloud
Dagster
Data pipelines & ETLData asset-oriented orchestrator for analytics and ML
- Stars
- ★ 16.3k
- Licence
- Apache-2.0
- Updated
- Self-host or cloud
- Commercial OK
Alternative to Airflow managed
Mage
Data pipelines & ETLOpen-source notebook-style data pipeline tool
- Stars
- ★ 8.8k
- Licence
- Apache-2.0
- Updated
- Self-host or cloud
- Commercial OK
Alternative to Airflow managed, Make
Apache Camel
Data pipelines & ETLIntegration framework with hundreds of components
- Stars
- ★ 6.4k
- Licence
- Apache-2.0
- Updated
- Self-host
- Commercial OK
Apache NiFi
Data pipelines & ETLVisual dataflow system for routing and transformation
- Stars
- ★ 6.3k
- Licence
- Apache-2.0
- Updated
- Self-host
- Commercial OK
Apache Hop
Data pipelines & ETLVisual metadata-driven data engineering platform
- Stars
- ★ 1.5k
- Licence
- Apache-2.0
- Updated
- Self-host
- Commercial OK
No tools match these filters. Suggest one.
Format and fit filters only use details we found in each project's own documentation. A tool that isn't shown may still support it.
More collections
Best Zapier replacements28 tools
Tools we list as Zapier alternatives.
Self-hosted automation44 toolsRun the automation engine on your own server.
Permissive open-source licences30 toolsMIT/Apache-style tools with fewer embedding surprises.
AI workflow builders5 toolsVisual LLM and agent flow tools.
Cloud / browser UIs24 toolsTools with a web UI you can use without installing a desktop app.