best-of ranking · updated nightly
Best Open Source Orchestration & Scheduling Tools
Ranked by GitHub stars — actual adoption, not editorial taste. All 10 are free, open
source and self-hostable; license and last activity on every entry.
- 1
Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deplo
- 2
Define and run multi-container applications with Docker
- 3
Conductor is an event driven agentic workflow engine providing durable and highly resilient execution engine for applications and AI Agents
- 4
A distributed task scheduling framework.（分布式任务调度平台XXL-JOB）
- 5
Find secrets with Gitleaks 🔑
- 6
Declarative workflow orchestration for data, AI, and infra
- 7
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with exp
Apache-2.0 Python pushed 2026-11-02 details → - 8
Dapr is a portable runtime for building distributed applications across cloud and edge, combining event-driven architecture with workflow orchestration.
- 9
Complete container management platform
- 10
Build resilient applications with durable execution workflows
method stars desc · snapshot from github api refresh nightly related Backup & Recovery, Search Engines, Server & VM Management, Cloud Infrastructure Management, Monitoring & Observability, Storage Solutions
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last updated nightly · ranking method: github stars, live-tracked
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Frequently asked questions
What is the best open source Orchestration & Scheduling tool in 2026?
ansible leads the ranking with 71,204 GitHub stars, ahead of compose. Rankings use live GitHub star counts, refreshed nightly.
How is this list of Orchestration & Scheduling tools ranked?
By GitHub stars — a proxy for adoption and community size. Each entry also shows its licence, primary language and last commit date, so you can judge maintenance activity rather than trusting the ranking alone.
Are the best Orchestration & Scheduling tools free?
Every project on this list is open source and free to self-host. Some also offer paid managed hosting, but the software itself carries no licence fee.