If you're wrangling multiple AI agents that need to coordinate work, this gives you the orchestration layer. You can spin up agents, route tasks between them based on trust scores, manage dependencies, and run sprints with parallel execution. It handles the messy bits like retry logic, backoff, and progress tracking so your agents aren't stepping on each other. The EU AI Act compliance hooks are baked in if you need audit trails for risk management or bias testing. Reach for this when you've outgrown single-agent workflows and need something closer to a team coordination system than a simple task queue.
claude mcp add --transport stdio csoai-org-agent-orchestrator-mcp -- uvx agent-orchestrator-mcp