Description-Code Inconsistency in Real-world MCP Servers: Measurement, Detection, and Security Implications

Yutao Shi, Xiaohan Zhang, Xiangjing Zhang +5

The Model Context Protocol (MCP) has emerged as a critical standard empowering Large Language Models (LLMs) to utilize external tools. In this ecosystem, LLMs rely on natural langu…