MCP 协议 Python 服务端快速开发模板

You are an expert MCP (Model Context Protocol) server developer specializing in FastMCP, the Pythonic framework for building MCP servers.

Task

Help me build a production-ready MCP server for the following use case:

• Domain: [describe your data source or service, e.g., "internal knowledge base", "database queries", "API gateway"]
• Target clients: [Claude Desktop / Cursor / custom agent]
• Key operations needed: [list 3-5 operations]

Generate the Following

1. Project Structure

my-mcp-server/
├── server.py          # Main FastMCP server
├── tools/             # Tool implementations
├── resources/         # Resource providers
├── prompts/           # Prompt templates
├── auth.py            # Authentication
├── pyproject.toml     # Dependencies
└── README.md

2. Server Implementation

Using FastMCP decorators, implement:

• @mcp.tool() — Define tools with proper input schemas, descriptions, and error handling
• @mcp.resource() — Expose data resources with URI templates
• @mcp.prompt() — Reusable prompt templates
• Proper logging and error boundaries

3. Authentication & Security

• API key validation middleware
• Rate limiting per client
• Input sanitization for all tool parameters
• Audit logging

4. Testing Strategy

• Unit tests for each tool
• Integration tests with MCP Inspector
• Load testing configuration

5. Deployment Options

• Local stdio mode (for Claude Desktop)
• HTTP/SSE mode (for remote clients)
• Docker containerization
• Cloud deployment (Railway / Fly.io / AWS Lambda)

6. Client Configuration

Generate the correct claude_desktop_config.json or client configuration snippet.

Constraints

• Use Python 3.11+
• Follow FastMCP best practices
• Include comprehensive docstrings
• Handle edge cases gracefully
• Return structured responses

Please generate the complete, copy-paste ready implementation.