n8n

n8n is an open source tool for engineering teams that addresses the need for streamlined workflow automation, particularly for ML/AI teams. It allows engineers to create complex data flows with ease, combining visual building with custom code. With over 400 integrations, it is a production-ready solution that supports both self-hosted and cloud deployments. The platform has shown impressive growth, gaining 47,858 stars and achieving a 30.8% increase in just 296 days, indicating strong community support and continuous development. However, it may not be the right choice for teams requiring highly specialised, niche integrations or those who prefer a fully managed service without the need for self-hosting.

n8n is a strong choice for teams looking to automate workflows and integrate various APIs seamlessly, especially in ML/AI projects. Teams should consider alternatives if they require a more tailored solution with specific functionalities that n8n does not support.

This tool is particularly beneficial for data engineers, ML engineers, and DevOps teams. It is commonly integrated into products and systems that require automation of data processing, API interactions, and workflow management.

Latest commit: 2026-09-02. Over the past 295 days, this repository gained 47.9k stars (+30.8% growth). Activity data is based on daily RepoPi snapshots of the GitHub repository.