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Open Source ETL & Data Integration Tools using Github Actions

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

Favicon of Kestra

Kestra

Declarative workflow orchestration for data, AI, and infra

  • Stars

    27,919

  • Last commit

    5 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:

Favicon of n8n
n8n
Favicon of Airbyte

Airbyte

Open-source data integration for modern teams

  • Stars

    21,953

  • Last commit

    5 hours ago

  • License

    Elastic-2.0
Seamlessly sync data from any source to any destination with a flexible, extensible platform that grows with your data needs.

Open Source Alternative to:

Favicon of Supermetrics
Supermetrics
Favicon of Logstash

Logstash

Centralize, transform, and stash your data

  • Stars

    14,922

  • Last commit

    7 hours ago

  • License

    Unknown
Logstash is a free and open server-side data processing pipeline that ingests data from multiple sources, transforms it, and sends it to your desired destination.

Open Source Alternative to:

Favicon of DataDog
DataDog
Favicon of CocoIndex

CocoIndex

AI
Ultra-fast data transformation for AI with lineage

  • Stars

    11,400

  • Last commit

    24 hours ago

  • License

    Apache-2.0
Open-source ETL framework built in Rust for AI workloads. Features incremental processing, data lineage, and observability tools for semantic search and RAG applications.

Open Source Alternative to:

Favicon of Pipedream
Pipedream
Favicon of Mage

Mage

AI
Magical data pipeline tool for seamless transformations

  • Stars

    8,812

  • Last commit

    12 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:

Favicon of Pipedream
Pipedream
Favicon of CloudQuery

CloudQuery

Sync and transform data from any source to any destination

  • Stars

    6,495

  • Last commit

    8 hours ago

  • License

    MPL-2.0
CloudQuery is an open-source ELT platform that enables easy data integration from hundreds of cloud and security tools to any destination.

Open Source Alternative to:

Favicon of Snowflake
Snowflake
Favicon of Jitsu

Jitsu

Open-source data integration for modern stacks

  • Stars

    5,043

  • Last commit

    1 day ago

  • License

    MIT
Collect, transform, and sync data across your entire infrastructure with a flexible, code-based approach to data integration.

Open Source Alternative to:

Favicon of Segment
Segment
Favicon of Impler

Impler

Seamless data import for your applications

  • Stars

    290

  • Last commit

    2 months ago

  • License

    MIT
Open-source solution for effortless data importing, mapping, and validation in web applications
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