Build Better Communication Systems with Kaira. Kaira is an open-source toolkit for PyTorch designed to help you simulate and innovate in communication systems. Its name is inspired by Kayra (from ...

Iron Manus MCP is an 8-phase finite state machine for AI workflow orchestration. The system includes a unified tool registry with JARVIS FSM Controller and API selection from 65+ endpoints.