Day: July 2, 2025

assess tool utilization capabilities within this new paradigm. This paper introduces MCP-RADAR, the first comprehensive benchmark specifically designed to evaluate LLM performance in the MCP frame-work through a novel five-dimensional approach measuring: answer accuracy, tool selection eficiency, computational resource ef