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MCPServerTest

MCP.Pizza Chef: NanGePlus

MCPServerTest is a comprehensive MCP server test suite showcasing practical implementations of MCP servers, including map services, custom arithmetic servers, and database access. It features multi-protocol support such as STDIO, HTTP+SSE, and Streamable HTTP, with detailed video tutorials and real-world examples for developers to learn and build MCP servers effectively.

Use This MCP server To

Demonstrate multi-service MCP server implementations Test custom MCP servers with arithmetic operations Showcase MCP server data access with MySQL integration Learn MCP transmission modes: STDIO, HTTP+SSE, Streamable HTTP Develop and debug MCP servers with real-world examples Integrate multiple MCP servers in one workflow Explore MCP server SDK usage for database operations

README

南哥AGI研习社-MCP系列

这是一张图片

相关视频合集整理:
大模型应用开发-MCP系列】01 高德地图MCP Server全流程实操演示 已覆盖12大核心服务接口,提供全场景覆盖的地图服务
https://youtu.be/yXFb8Cg9l7g
https://www.bilibili.com/video/BV187LozwEY7/
对应的文件夹:01_AmapMCPServerTest

【大模型应用开发-MCP系列】02 自定义MCP Server 并同时使用多个MCP Server全流程实操演示 高德地图、自定义四则运算 MCP Server
https://youtu.be/JOcPR237tmM
https://www.bilibili.com/video/BV1NXLUzKE1j/
对应的文件夹:02_CalculatorMCPServerTest

【大模型应用开发-MCP系列】03 为什么会出现MCP?MCP新标准(03.26版)3种传输模式,STDIO、HTTP+SSE、Streamable HTTP
https://youtu.be/EId3Kbmb_Ao
https://www.bilibili.com/video/BV1ZHEgzXEP1/

【大模型应用开发-MCP系列】04 使用STDIO传输模式及底层MCP SDK实现MySQL MCP Server 支持数据表资源访问和增删改查及联表查询
https://youtu.be/1Z_6eIufr90
https://www.bilibili.com/video/BV1Td79z4Ehf/
对应的文件夹:03_MySQLMCPServerTest/01_stdioTransportTest

【大模型应用开发-MCP系列】05 使用HTTP+SSE传输模式及底层MCP SDK实现MySQL MCP Server 支持数据表资源访问和增删改查及联表查询
https://youtu.be/QRlHRoBTHvc
https://www.bilibili.com/video/BV1yeEwzkEaC/
对应的文件夹:03_MySQLMCPServerTest/02_sseTransportTest

【大模型应用开发-MCP系列】06 使用Streamable HTTP传输模式及底层MCP SDK实现MySQL MCP Server 支持数据表资源访问和增删改查及联表查询
https://youtu.be/mSgFtBN68RA
https://www.bilibili.com/video/BV1cMEBzTEFD/
对应的文件夹:03_MySQLMCPServerTest/03_streamableTransportTest

【大模型应用开发-MCP系列】07 高德地图MCP Server SSE+HTTP连接模式全流程实操演示 已覆盖12大核心服务接口,提供全场景覆盖的地图服务
https://youtu.be/OLVHObhEP0U
https://www.bilibili.com/video/BV172E1zWEQw/
对应的文件夹:04_AmapMCPServerTest

南哥AGI研习社-入门系列(已完结)

大模型应用技术开发

相关视频合集整理:
【大模型应用开发-入门系列】01 一次梳理大模型入门学习路径
https://youtu.be/RKYKr3BABhc
https://www.bilibili.com/video/BV1YMfuYvEUQ/

【大模型应用开发-入门系列】02 AGI知识体系介绍-开发前认知扫盲
https://youtu.be/NQE2dwH9WvE
https://www.bilibili.com/video/BV1t5dnYJE28/
对应文件夹:01_BasicIntro/01_AGI知识体系介绍

【大模型应用开发-入门系列】03 集成开发环境搭建-开发前准备工作
https://youtu.be/KyfGduq5d7w
https://www.bilibili.com/video/BV1nvdpYCE33/
对应文件夹:01_BasicIntro/02_集成开发环境搭建

【大模型应用开发-入门系列】04 大模型LLM接口服务调用方案
https://youtu.be/mTrgVllUl7Y
https://www.bilibili.com/video/BV1BvduYKE75/
对应文件夹:01_BasicIntro/03_LLM服务调用方案

【大模型应用开发-入门系列】05 Prompt工程 智能客服推荐应用案例全流程实操 源码讲解 LangChain+FastAPI,将应用封装成API接口服务
https://youtu.be/uPVwltdeTbk
https://www.bilibili.com/video/BV1L2doYPEAX/
对应文件夹:02_PromptEngineering/01_BasicDemoWithLangChain

【大模型应用开发-入门系列】06 Prompt工程 流量包推荐智能客服的对话质量检查全流程实操 源码讲解 思维链 CoT 自洽性 SelfConsistency
https://youtu.be/i6BjUP29xxY
https://www.bilibili.com/video/BV1HZouY5EPs/
对应文件夹:02_PromptEngineering/02_BasicDemoWithLangChain

【大模型应用开发-入门系列】07 Prompt工程 26条有效的提示词技巧
https://youtu.be/QEdhIQpo8HI
https://www.bilibili.com/video/BV11P5BzNEq3/
对应文件夹:02_PromptEngineering/03_26条有效的提示词技巧

【大模型应用开发-入门系列】08 RAG 检索增强生成 健康档案私有知识库搭建和检索全流程实操 源码讲解 LangChain+FastAPI,将应用封装成API
https://youtu.be/hTsiWAFEU2Q
https://www.bilibili.com/video/BV1nkLPzNEbP/
对应文件夹:03_RAG/01_RagDemoWithLangChain

【大模型应用开发-入门系列】09 KAG知识增强生成 最新V0.7版本 产品模式下应用开发案例全流程实操
https://youtu.be/ZN3BRjsPmic
https://www.bilibili.com/video/BV1ba51zFEpe/
对应文件夹:03_KAG/01_WebAppTest

【大模型应用开发-入门系列】10 KAG知识增强生成 最新V0.7版本 开发者模式下应用开发案例全流程实操
https://youtu.be/iFPMZmSlzKE
https://www.bilibili.com/video/BV1uP59znEhj/
对应文件夹:03_KAG/02_KagV7Test

【大模型应用开发-入门系列】11 Agent智能体 意图识别和分诊智能体应用案例全流程实操 LangGraph框架 FastAPI框架 CrewAI框架
https://youtu.be/w44YGeDfHiw
https://www.bilibili.com/video/BV1hNL8zxEqb/
对应文件夹:04_Agent

【大模型应用开发-入门系列】12 Fine-Tuning大模型微调,两小时+超长硬核干货,闭环的垂直应用案例、项目源码剖析、详实的图文手册、全流程实操演示
https://youtu.be/A6Jl5zZbmGg
https://www.bilibili.com/video/BV15xLgzgEPc/
对应文件夹:05_FineTuning

MCPServerTest FAQ

How do I start using MCPServerTest?
Follow the detailed video tutorials linked in the repository to set up and run the MCP servers.
What transmission modes does MCPServerTest support?
It supports STDIO, HTTP+SSE, and Streamable HTTP transmission modes.
Can MCPServerTest handle multiple MCP servers simultaneously?
Yes, it demonstrates using multiple MCP servers like map services and custom calculators together.
Does MCPServerTest include database access examples?
Yes, it includes MySQL MCP Server examples supporting CRUD and join queries.
Are there resources to help understand MCP standards?
Yes, the series includes videos explaining MCP standards and protocols in detail.
Is MCPServerTest suitable for beginners?
Yes, the step-by-step videos and examples make it accessible for developers new to MCP.
Can I extend MCPServerTest with my own MCP servers?
Absolutely, it is designed to help you build and test custom MCP servers effectively.