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Meltano

Open-source DataOps platform built on Singer

Overview

Meltano is an open-source DataOps platform that provides a declarative, version-controlled approach to data integration. Built on top of the Singer ecosystem, it wraps Singer taps and targets with a CLI and YAML-based configuration, enabling GitOps workflows for ELT.

Key Features

  • Singer Ecosystem: Access to 300+ Singer connectors
  • GitOps Native: Version control your pipelines
  • CLI-first: Developer-friendly command line
  • Plugin System: Extend with custom plugins
  • Environments: Manage dev/staging/prod configs
  • dbt Integration: Native dbt orchestration

Pros

  • 👍 True open-source (backed by Arch.dev)
  • 👍 GitOps approach is powerful
  • 👍 Large Singer connector ecosystem
  • 👍 Good for infrastructure-as-code teams
  • 👍 Active development and community

Cons

  • 👎 Singer connectors vary in quality
  • 👎 Steeper learning curve than GUI tools
  • 👎 No managed cloud offering yet
  • 👎 Documentation can be sparse

Best For

DevOps-minded data engineers who want version-controlled, declarative pipelines. Ideal for teams already using GitOps practices.

Founded: 2019 HQ: Remote