常用的MCP介绍（补充中...）

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完整的MCP Server 清单

MCP 清单：https://glama.ai/mcp/servers

场景1：强化代码生成效果

Context7: 生成代码时检索最新的开发语言、框架等信息

• 官方介绍：https://github.com/upstash/context7
• 案例参考：
  Create a Next.js middleware that checks for a valid JWT in cookies and redirects unauthenticated users to /login. use context7

fetch：拉取指定URL的网页内容

• 官方介绍：https://github.com/modelcontextprotocol/servers/tree/main/src/fetch
• 案例参考：

sequentialthinking：通过思考序列动态解决问题

• 官方介绍：https://github.com/modelcontextprotocol/servers/tree/main/src/sequentialthinking
• 参考案例：

memory：记录Chat 聊天内容和上下文

• 官方介绍：https://github.com/modelcontextprotocol/servers/tree/main/src/memory
• 参考案例：安装Memeory MCP以后，将下列内容保存到copilot-instructions.md

Follow these steps for each interaction:

1. User Identification:
   - You should assume that you are interacting with default_user
   - If you have not identified default_user, proactively try to do so.

2. Memory Retrieval:
   - Always begin your chat by saying only "Remembering..." and retrieve all relevant information from your knowledge graph
   - Always refer to your knowledge graph as your "memory"

3. Memory
   - While conversing with the user, be attentive to any new information that falls into these categories:
     a) Basic Identity (age, gender, location, job title, education level, etc.)
     b) Behaviors (interests, habits, etc.)
     c) Preferences (communication style, preferred language, etc.)
     d) Goals (goals, targets, aspirations, etc.)
     e) Relationships (personal and professional relationships up to 3 degrees of separation)

4. Memory Update:
   - If any new information was gathered during the interaction, update your memory as follows:
     a) Create entities for recurring organizations, people, and significant events
     b) Connect them to the current entities using relations
     c) Store facts about them as observations

场景2：前端开发测试

Figma：基于Figma 原型生成代码

• 官方介绍：https://help.figma.com/hc/en-us/articles/32132100833559-Guide-to-the-Dev-Mode-MCP-Server
• 案例参考：https://help.figma.com/hc/en-us/articles/32132100833559-Guide-to-the-Dev-Mode-MCP-Server#h_01K25F7RBTYYHG2M8MQ64BF5N0

PlayWright：UI测试工具，自动执行UI测试

• 官方仓库：https://github.com/microsoft/playwright-mcp
• 案例参考：https://github.com/orgs/githubcopilotfaq/discussions/34

Test the login flow and verify that the dashboard loads correctly
Generate a test that searches for products and validates the results page

场景3：DevOps 流程中代码检视，代码仓库管理等场景

Git MCP：用于读取、搜索和操作本地仓库的工具

• 官方介绍：https://github.com/modelcontextprotocol/servers/tree/main/src/git
• 案例参考：https://github.com/orgs/githubcopilotfaq/discussions/36

Github MCP：管理和查询远程仓库 或

• 官方介绍：https://github.com/github/github-mcp-server
• 案例参考：

Create a pull request from my feature branch
Find all issues assigned to me across my organizations
I need to prepare for our sprint review. Show me all pull requests I’ve created this week, check the status of our CI/CD pipelines, create a summary of any security alerts we need to address, and help me draft release notes based on merged PRs with the ‘feature’ label.

场景4：文档和知识库查询

Microsoft Learn Docs MCP Server：查询微软官方最新文档

• 官方介绍：https://github.com/microsoftdocs/mcp
• 案例参考：
  What are the az cli commands to create an Azure container app according to official Microsoft Learn documentation? Review this code to make sure it matches the performance recommendations in the Microsoft Learn Documentation.

场景5：云平台管理，如Azure，AWS等云平台管理

Azure MCP Server：查询和管理云资源

• 官方介绍：https://github.com/Azure/azure-mcp
• 案例参考：

List my Azure storage accounts
Help me build an Azure application using Node.js with proper authentication
Create a Python script that uploads a file to Azure Blob Storage using DefaultAzureCredential authentication. The script should connect to my Azure storage account named ‘mycompanystorage’, upload to a container named ‘documents’, create a test file with the current timestamp to upload, handle errors gracefully and provide informative output, follow Azure best practices for authentication and error handling, include comments explaining how the DefaultAzureCredential authentication works, and make the script well-structured with proper functions and documentation.

场景6：工具类应用场景

MarkItDown MCP Server：用于将不同格式文档转换为Markdown格式，方便大模型使用

• 官方介绍：https://github.com/microsoft/markitdown
• 参考案例：

Convert this PowerPoint presentation to Markdown for our documentation site
Extract text from this PDF with proper heading structure

场景7：数据库查询和管理

SQL Server MCP Server：查询和管理SQL数据库

• 官方介绍：https://github.com/Azure/azure-mcp
• 参考案例：
  Find all orders that haven’t been fulfilled in the last 30 days