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Open Source ETL & Data Integration Tools using SCSS

A curated collection of the best open source tools to extract, transform, and load data between systems. using SCSS.

Kestra

Declarative workflow orchestration for data, AI, and infra

  • Stars

    Stars growing over the last 30 days29,948

  • Last commit

    2 hours ago

  • License

    Apache-2.0
YAML-based orchestration platform with 1400+ plugins for running data pipelines, AI workflows, and infrastructure automation across teams at scale.

Open Source Alternative to:

AWS Step Functions

Mage

AI
Magical data pipeline tool for seamless transformations

  • Stars

    8,835

  • Last commit

    6 days ago

  • License

    Apache-2.0
Open-source data pipeline platform for effortless data integration, transformation, and orchestration using Python, SQL, and R.

Open Source Alternative to:

AWS Step Functions

Orbital

Connect APIs, databases, and streams without glue code

  • Stars

    360

  • Last commit

    4 months ago

  • License

    Unknown
Automated data integration platform that connects APIs, databases, and event streams using semantic schemas. Deploy secure integrations in minutes with Git-based workflows.

Open Source Alternative to:

Kong
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