LLM within MCP Matters: Measuring Inefficient Resource Utilization Driven by LLMs

Minhan Cho, Soyoung Park, Kihyeon Jeong +3

The Model Context Protocol (MCP) standardizes how servers expose data and tools to Large Language Models (LLMs). A common server design embeds frequently used reference data, such…