Automation and integrations
Gumloop alternatives
2 open-source projects that already do this job. Free to use - not free to run, which is what the numbers on the right are for.
The projects
langgenius/dify★151,649 GitHub starslicence unclearCollaborative self-hosted platform for building, running, and deploying agentic workflows and RAG pipelines.Open on GitHub ↗langflow-ai/langflow★152,912 GitHub starsMIT licenceVisual tool for constructing and deploying AI agents and workflow pipelines with a drag-and-drop interface.Open on GitHub ↗
What you give up either way
- Enterprise-grade compliance (SOC 2 attestation) and associated audits
- Virtual private cloud / dedicated hosting options and hardened infra
- Built-in connectors, templates, and polished UI/UX for agents
- Usage analytics, credit management, and org-level spend controls
- Dedicated support, training (Gumloop University), and vendor SLAs
An open-source project doing the core job proves a replacement is possible. It does not prove it matches Gumloop, and it does not prove anyone has run it for a month. How we decide.