Spatial and Semantic Reasoning for LLM-Driven Robot Navigation via MCP

Jungsoo Lee, Jaegyun Park, Wansoo Kim

Large language models (LLMs) are increasingly used as natural-language interfaces for robotic systems, yet their integration with Robot Operating System (ROS)-based navigation rema…