Model Context Protocol (MCP) 这个协议简单说就是给大语言模型接入外部数据和工具提供了一套标准化方案。MCP 统一了模型和各种数据源、工具服务之间的交互方式。 FastMCP 是目前用 Python 构建 MCP 服务器最顺手的框架，把底层那些复杂的协议实现全都封装好了，开发者 ...

实践是最好的学习方式。为了深入理解 LangGraph 和模型上下文协议（MCP）服务器的生态，我们来从零开始构建一个 CLI 编码代理。我们的目标是，抛开 Claude Code 那些花里胡哨的功能，看看最基础的编码代理能做到什么程度。 那些商业编码代理往往会添加各种专有 ...

What if your AI assistant could not only answer your questions but also fetch real-time data, automate tedious tasks, and perform complex calculations, all seamlessly and without breaking stride?

Model Context Protocol enables a Large Language Model (LLM) to do a lot more than just answer questions. Acting as a translator between the model and the digital world, it can abstract data from a ...