Understanding MCP
组织者
演讲者
时间
2025年12月31日 17:00 至 18:00
地点
A3-3-201
线上
Zoom 518 868 7656
(BIMSA)
摘要
The increasing use of large language models (LLMs) has revealed limitations in existing tool integration mechanisms, which are often tightly coupled to specific model APIs and lack reusability across applications. The Model Context Protocol (MCP) proposes a standardized, protocol-based approach to decouple models from external tools, data resources, and execution environments.
This report introduces the core principles and architecture of MCP, explains its execution model, and examines practical usage patterns in real-world applications. Representative examples demonstrate how MCP supports scalable, maintainable, and model-agnostic development of tool-augmented LLM systems.
This report introduces the core principles and architecture of MCP, explains its execution model, and examines practical usage patterns in real-world applications. Representative examples demonstrate how MCP supports scalable, maintainable, and model-agnostic development of tool-augmented LLM systems.
演讲者介绍
宋丛威于2011年在浙江工业大学取得应用数学硕士学位，于2014年在浙江大学数学系取得基础数学博士学位，2014-2021年在浙江工业大学之江学院任讲师，2021至今任BIMSA助理研究员。主要研究方向：小波分析，调和分析，机器学习。