Mahilo

Mahilo is the Universal Agent Integration Platform: a multi-agent, human-in-the-loop framework for seamless AI collaboration.

Mahilo delivers a robust control plane for multi-agent systems: it connects AI agents from any framework (LangGraph, Pydantic AI, Custom API Agents) and enables real-time communication via instant voice and text chat. The core value is human-in-the-loop oversight, ensuring human experts can intervene and guide agent decision-making while the AI handles complex, cross-framework interactions. This open-source framework supports critical real-world applications, including the 911 Emergency Response coordination system and collaborative content creation tools like Story Weaver.

https://github.com/wjayesh/mahilo