作者位次 #2/5ACL 2026Findings· Findings of ACL
P ro MCP : Profiling Token Flows and Latency Costs in Model Context Protocol–Based LLM Agents
Sumera Anjum · Weijian Zheng · Rajkumar Kettimuthu · Heng Fan · Yunhe Feng
摘要
The Model Context Protocol (MCP) aims to standardize the integration of Large Language Models (LLMs) with external tools, yet existing research primarily evaluates functional capabilities while treating the underlying protocol as an opaque black box. This oversight obscures critical inefficiencie...