AAutomationAlts

Data pipelines & ETL

Batch and streaming pipelines that move and transform data.

MinIO

Data pipelines & ETL

S3-compatible object storage used in self-hosted data flows

Stars
★ 61.3k
Licence
AGPL-3.0
Updated
  • Self-host
  • Commercial OK

Alternative to Zapier, Make

Apache Airflow

Data pipelines & ETL

Industry-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 & ETL

Distributed event streaming for high-volume pipelines

Stars
★ 34.1k
Licence
Apache-2.0
Updated
  • Self-host
  • Commercial OK

Alternative to MuleSoft, Boomi

Kestra

Data pipelines & ETL

Declarative 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 & ETL

Python 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 & ETL

Kubernetes-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 & ETL

Data 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 & ETL

Open-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 & ETL

Integration framework with hundreds of components

Stars
★ 6.4k
Licence
Apache-2.0
Updated
  • Self-host
  • Commercial OK

Alternative to MuleSoft, Boomi

Apache NiFi

Data pipelines & ETL

Visual dataflow system for routing and transformation

Stars
★ 6.3k
Licence
Apache-2.0
Updated
  • Self-host
  • Commercial OK

Alternative to Boomi, MuleSoft

Apache Hop

Data pipelines & ETL

Visual metadata-driven data engineering platform

Stars
★ 1.5k
Licence
Apache-2.0
Updated
  • Self-host
  • Commercial OK

Alternative to Boomi, MuleSoft