muAgent is an open-source agent framework that leverages LLMs combined with a Knowledge Graph engine to orchestrate multi-agent systems. It provides tool registration, memory management, and parallel execution capabilities. The framework integrates RAG for retrieval-augmented generation, supports function calling, and includes a code interpreter for executing generated code. Version 2.2 includes an SDK for programmatic agent deployment.