"What Happens Locally, Leaks Globally": Detecting Privacy Leakage Risks in MCP Servers

Biwei Yan, Minghui Xu, Yijun Yang +4

The Model Context Protocol (MCP) has rapidly become the de facto standard for connecting large language models (LLMs) to external resources, but it also introduces a class of priva…