Open Source Workflow Orchestration Tools using Github Actions
A curated collection of the best open source platforms for defining, executing, and monitoring complex workflows. using Github Actions.
Declarative workflow orchestration for data, AI, and infra
Stars
Stars growing over the last 30 days30,000Last commit
2 hours agoLicense
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:
Python-native workflow orchestration for data and ML teams
Stars
24,076Last commit
3 hours agoLicense
Apache-2.0
Orchestrate data pipelines, ML jobs, and agent workflows in plain Python with automatic retries, scheduling, and a unified UI for every run across your infrastructure.
Open Source Alternative to:
Magical data pipeline tool for seamless transformations
Stars
8,837Last commit
3 days agoLicense
Apache-2.0
Open-source data pipeline platform for effortless data integration, transformation, and orchestration using Python, SQL, and R.
Open Source Alternative to:
YAML-defined workflow orchestration, no database required
Stars
Stars growing over the last 30 days4,445Last commit
2 hours agoLicense
GPL-3.0
Single-binary workflow orchestrator that runs scheduled DAGs locally or over SSH, with retries, human tasks, a built-in Web UI, and file-based state storage.
Open Source Alternative to:
Postiz – The All-in-One agentic social media scheduling tool
Postiz