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Open Source ETL & Data Integration Tools using Docker

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

Favicon of Kestra

Kestra

Declarative workflow orchestration for data, AI, and infra

  • Stars

    28,340

  • Last commit

    12 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:

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Relay.app
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Airbyte

Open-source data integration for modern teams

  • Stars

    22,136

  • Last commit

    19 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:

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Supermetrics
Favicon of Logstash

Logstash

Centralize, transform, and stash your data

  • Stars

    14,951

  • Last commit

    13 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:

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DataDog
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CocoIndex

AI
Ultra-fast data transformation for AI with lineage

  • Stars

    11,593

  • Last commit

    1 day 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

    8,825

  • Last commit

    14 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 Azure Data Factory
Azure Data Factory
Favicon of CloudQuery

CloudQuery

Sync and transform data from any source to any destination

  • Stars

    6,523

  • Last commit

    2 days 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

    5,090

  • 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:

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Segment
Favicon of Orbital

Orbital

Connect APIs, databases, and streams without glue code

  • Stars

    360

  • Last commit

    3 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:

Favicon of Kong
Kong
Favicon of Impler

Impler

Seamless data import for your applications

  • Stars

    291

  • Last commit

    24 days ago

  • License

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