Composio Agent Orchestrator: Open-Source Multi-Agent Tool Management

What it is

Open-sourced in late Feb 2026. Composio's Agent Orchestrator solves a critical problem: when AI agents have too many tools available, they get confused and make bad decisions. The Orchestrator uses "Managed Toolsets" to dynamically route only the necessary tool definitions to each agent at each step. Supports 100+ integrations, includes built-in error recovery, and provides stateful multi-agent coordination. Free developer tier available.

Why we picked it

Was on the upcoming list, now researched with the major open-source announcement. This is the missing layer between "I built one agent" and "I have a system of agents that works reliably." The Managed Toolsets concept alone is a teaching goldmine for Module 5. Free tier makes it accessible to students.

How you might use it

Operations work is often invisible until something breaks. This fits the Run Smoother Operations workflow, which is about fixing the processes you run more than once a week. Pick one of those processes and test it there first.

Visit the resource

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