₢ 킹 本下下, 的:: ** M M M M M M M M M M M M M M M M M M M C C C 大 :MCP介绍、MCP,LLM(오픈다이구치AI的大星))用MC用MCP https://www.bilibili.com/video/BV1HBquYbE7t/] [T0]] [T0]] [T0]] [T0]] [T0]] [T0]] [T0]] [T0] [T0] [T0]] [T0] [T0] [T0]] [T0]] [T0] [T0] [T0] [T0] [T0]] [T0] [T0]] [T0] [T0] [T0]] [T0]] [T0] [T0] [T0]] https://www.bilibili.com/video/BV1HBquYbE7t/] https://www.bilibili.com/video/BV1HBquYbE7t/]]] https://www.bilibili.com/video/BV1HBquYbE7t/]]]]]] [[https://www.bilibili.com/video/BV1HBquYbE7t/]]]]]]] [[[[[[https://www.bilibili.com/video/BV1HBquYbE7t/]]]]]]]]]]]]]] [[[[[[[https://www.bilibili.com/video/BV1HBquYbE7t/]]]]]]]]]]]]]]]]]] [[[[[[[[[[[[[[[[[[[[[[ https://youtu.be/Jmo7rgb_OXQ ( )[2024.12.12]Claude MCPCHI 用Text2SQL 料,M的M,中用中,中用中,C的C,C的AI件,AIOpenAIAI大喜 : M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: My: My: My: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: M: My: My: My: My: My: M: M: M: M: My: M: My: M: M: My: My: M: M: M: M: My: My: My: My: https://www.bilibili.com/video/BV1ELq4YME8T/ https://www.bilibili.com/video/BV1ELq4YME8T/]] [T2]] [T2]] [T2]] [T2]] [T2]] [T2]] [T2] [T2]] [T2] [T2]] [T2]] [T2]] [T2] [T2]] [T2]] [T2] [T2]] [T2]] [T2] [T2]] [T2]] [T2]] [T2] [T2]] [T2] https://www.bilibili.com/video/BV1ELq4YME8T/]] https://www.bilibili.com/video/BV1ELq4YME8T/]]] [[https://www.bilibili.com/video/BV1ELq4YME8T/]]]]]]]]]]]] [[[[[[[[[https://www.bilibili.com/video/BV1ELq4YME8T/]]]]]]]]]]]]]]]] [[[[[[[[[[[[[https://www.bilibili.com/video/BV1ELq4YME8T/]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]] https://youtu.be/yaLAqEMz45A https://youtu.be/yaLAqEMz45A] [T3]] [T3]] [T3]] [T3]] [T3]] [T3]] [T3] [T3]] [T3] [T3] [T3]] [T3]] [T3] [T3]] [T3] [T3]] [T3]] [T3] [T3] [T3]] [T3] [T3]] [T3]] [T3] [T3]] [T3] [T3]] [T3] [T3] [T3]] [T3] [T3]] [T3] [T3]] [T3] [T3] [T3]]] [T3] [T3] [T3] [T3] [T3] https://youtu.be/yaLAqEMz45A https://youtu.be/yaLAqEMz45A [[T3] https://youtu.be/yaLAqEMz45A]]]]] https://youtu.be/yaLAqEMz45A]]]]] https://youtu.be/yaLAqEMz45A]]]]]]]] (第三date)[2024.12.12]Claude MCPCHI 用和和鶏用多和物,和用AI的AIude件,AIOpenAIAI大喜 :MCP多多个MCP,文和和Text2SQLMyMySQL 소개 https://www.bilibili.com/video/BV1oNqaYJEUy/ https://www.bilibili.com/video/BV1oNqaYJEUy/] [T4]] [T4]] [T4]] [T4]] [T4]]] [T4]] [T4] [T4]] [T4] [T4]] [T4]] [T4]] [T4] [T4]] [T4]] [T4] [T4]] [T4] [T4]] [T4] [T4]] [T4]] [T4] [T4]] [T4] [T4]] [T4] [T4]] [T4] [T4]] [T4] [[T4] [T4]]]]] [T4]]]] https://www.bilibili.com/video/BV1oNqaYJEUy/] https://www.bilibili.com/video/BV1oNqaYJEUy/]] https://www.bilibili.com/video/BV1oNqaYJEUy/]]]] https://www.bilibili.com/video/BV1oNqaYJEUy/ https://www.bilibili.com/video/BV1oNqaYJEUy/]]]] [[https://www.bilibili.com/video/BV1oNqaYJEUy/]]]]] https://www.bilibili.com/video/BV1oNqaYJEUy/]]]]] https://www.bilibili.com/video/BV1oNqaYJEUy/]]]]]]] https://youtu.be/tG-ZjOgrcSA [T5]] [T5]] [T5]] [T5]] [T5]] [T5]] [T5]] [T5]] [T5] [T5]] [T5] [T5] [T5]] [T5]] [T5] [T5]] [T5] [T5]] [T5] [T5]] [T5] [T5] [T5]] [T5]] [T5] [T5]] [T5] [T5]] [T5] https://youtu.be/tG-ZjOgrcSA]] https://youtu.be/tG-ZjOgrcSA]]] https://youtu.be/tG-ZjOgrcSA https://youtu.be/tG-ZjOgrcSA]] [T5]]]]]]]]] [[https://youtu.be/tG-ZjOgrcSA]]]]]]]] [[[[https://youtu.be/tG-ZjOgrcSA]]] [[[[[[[[https://youtu.be/tG-ZjOgrcSA]]]]]]]]]]]]]]]]]]]]]]]]]]]]]] ( )[2024.12.23]DuckDuckGoGo、Fetch取MCP 서버,访问和星,里里通大大学、GPT大星、Ollama本地大大学 :MCP多多个MCP 서버,文系统操作、Text2SQLMyMySQL My、D(DuckDuckGoGo)和和取 https://www.bilibili.com/video/BV1SckXY3E6S/ https://www.bilibili.com/video/BV1SckXY3E6S/] [T6]] [T6]] [T6]] [T6]] [T6]] [T6]] [T6]] [T6] [T6] [T6]] [T6]] [T6]] [T6] [T6]] [T6] [T6]] [T6]] [T6] [T6]] [T6] [T6] [T6]] [T6]] [T6]] [T6] [T6]] [T6]] [T6] [T6] [T6] [T6] https://www.bilibili.com/video/BV1SckXY3E6S/]]] [T6]]] https://www.bilibili.com/video/BV1SckXY3E6S/ https://www.bilibili.com/video/BV1SckXY3E6S/] https://www.bilibili.com/video/BV1SckXY3E6S/]]] https://www.bilibili.com/video/BV1SckXY3E6S/] https://www.bilibili.com/video/BV1SckXY3E6S/]]] https://www.bilibili.com/video/BV1SckXY3E6S/ [[https://www.bilibili.com/video/BV1SckXY3E6S/]]]]]]]]] https://www.bilibili.com/video/BV1SckXY3E6S/]]]]]]]]]]]]]]]]]] [T7] https://youtu.be/9pzS9saNcGA] [T7]] [T7]] [T7]] [T7]] [T7]] [T7]] [T7]] [T7] [T7] [T7] [T7]] [T7]] [T7]] [T7] [T7]] [T7] [T7]] [T7] [T7] [T7]] [T7] [T7]] [T7]] [T7] [T7]] [T7] [T7]] [T7] [T7]] [T7] [T7] [T7] [T7]] https://youtu.be/9pzS9saNcGA]] [T7]]]] https://youtu.be/9pzS9saNcGA https://youtu.be/9pzS9saNcGA]]]] [https://youtu.be/9pzS9saNcGA]]]]]]] [[[https://youtu.be/9pzS9saNcGA]]]]]]] [[[https://youtu.be/9pzS9saNcGA]]]]]]]]]]]]]]]]] [[[[[[[

1.2의 MCP

MC 上 一 一 一 一 一 M 人的AI(MCP) 目前MCP一一一,一本地的上,一行上的上 MCP方情報:https://www.anthropic.com/news/model-context-protocol]

1、项目介绍

1.1、主要内容

本期系列相关视频如下，按照发布的先后顺序:
(第一期)[2024.12.10]Claude重大突破！发布MCP(模型上下文协议)，带你在LLM应用程序脚本中感受它，无需使用Claude Desktop桌面软件，支持类OpenAI风格大模型
主要内容:MCP介绍、MCP功能测试,LLM(支持OpenAI接口风格的大模型)应用程序调用MCP
https://www.bilibili.com/video/BV1HBquYbE7t/
https://youtu.be/Jmo7rgb_OXQ
(第二期)[2024.12.12]Claude MCP应用Text2SQL用例，带你在LLM应用程序中感受它的丝滑，无需使用Claude Desktop桌面软件，支持类OpenAI风格大模型
主要内容:使用MCP实现LLM应用程序Text2SQL功能操纵MySQL数据库
https://www.bilibili.com/video/BV1ELq4YME8T/
https://youtu.be/yaLAqEMz45A
(第三期)[2024.12.12]Claude MCP应用客户端同时访问和调用多个服务器资源和工具，无需使用Claude Desktop桌面软件，支持类OpenAI风格大模型
主要内容:MCP客户端同时访问多个MCP服务器，支持文件系统操作和Text2SQL功能操纵MySQL数据库
https://www.bilibili.com/video/BV1oNqaYJEUy/
https://youtu.be/tG-ZjOgrcSA
(第四期)[2024.12.23]DuckDuckGo在线搜索、Fetch内容提取MCP服务器，访问和调用多个服务器资源和工具，支持阿里通义千问大模型、GPT大模型、Ollama本地开源大模型
主要内容:MCP客户端同时访问多个MCP服务器，支持文件系统操作、Text2SQL功能操纵MySQL数据库、在线搜索(DuckDuckGo搜索引擎)和网页内容提取
https://www.bilibili.com/video/BV1SckXY3E6S/
https://youtu.be/9pzS9saNcGA

1.2 MCP介绍

MCP(模型上下文协议)是Claude开源的一种开放协议，可实现LLM应用程序与外部数据源和工具之间的无缝集成
该架构非常简单:开发人员可以通过MCP服务器公开数据，也可以构建连接到这些服务器的AI应用程序(MCP客户端)
目前MCP还算是一个测试版，一个本地的服务，运行在你自己的电脑上的
MCP官方简介:https://www.anthropic.com/news/model-context-protocol
MCP文档手册:https://modelcontextprotocol.io/introduction
MCP官方服务器列表:https://github.com/modelcontextprotocol/servers
PythonSDK的github地址:https://github.com/modelcontextprotocol/python-sdk

(1)PythonSDK版本

截止当前(12.9),当前的稳定版本为1.1.0

(2)MCP工作原理

MCP遵循客户端-服务器架构(client-server)，其中主机应用程序可以连接到多个服务器

MCP主机(MCP Host): 是发起连接的LLM应用程序(Claude Desktop、IDE或AI应用等)
MCP客户端(MCP Client): 在主机应用程序内部与服务器保持1:1连接
MCP服务器(MCP Servers): 服务器向客户端提供上下文、工具和提示词(context, tools, and prompts)

(3)核心组件

Protocol layer 协议层
协议层处理消息帧、请求/响应链接和高级通信模式。关键类:Protocol、Client、Server