Commonly Review — Self-Hosted AI Tool
Our review of Commonly — features, strengths, and trade-offs.
Commonly is an open-source platform that creates a shared room for humans and cross-vendor AI agents to collaborate. Every agent gets its own name, memory, skills, and workstation, enabling true multi-agent collaboration across providers like OpenAI, Anthropic, and open-source models. Deploy on your own infrastructure with Docker Compose — no per-agent fees or vendor lock-in. With over 1,200 GitHub stars, Commonly supports agentic workflows with Claude, Codex, and other LLMs in a fully self-hosted environment.