My FastMCP Example
FastMCP v2.0 is a tool for quickly running and integrating MCP servers, supporting seamless docking with the Claude desktop application and providing dependency management and environment variable configuration functions.
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What is FastMCP?
FastMCP is a server framework specifically designed for Claude AI, allowing developers to quickly create and deploy custom tools. Through the MCP protocol, these tools can be directly invoked by Claude to extend the capabilities of the AI.How to use FastMCP?
Simply write a Python script to define the tool's functionality, then use the FastMCP command to run or install it, and Claude can access your custom tools.Applicable scenarios
Suitable for scenarios where specific domain functions (such as data analysis, professional calculations, etc.) need to be added to Claude, or for development projects that require Claude to be integrated with enterprise systems.Main features
Fast deploymentThe server can be run or installed through simple commands without complex configuration.
Seamless integration with ClaudeAfter installation, the tools are automatically available to Claude without additional settings.
Dependency managementIt can automatically declare and manage Python dependency packages.
Environment configurationIt supports flexible configuration through environment variables or.env files.
Advantages and limitations
Advantages
Easy development - Write tool logic using standard Python
Fast deployment - One-click installation into the Claude environment
Performance optimization - An efficient protocol designed specifically for AI interaction
Flexible expansion - Any Python-implemented functions can be added
Limitations
Currently only supports Python development
Claude Desktop needs to be restarted to load new tools
There are specific requirements for the debugging tool version
How to use
Install FastMCP
Install the framework using uv or pip
Develop tool scripts
Write a Python file (such as server.py) containing the tool's logic
Run tests
Test the tool using the fastmcp run command
Install to Claude
Officially install the tool into the Claude environment
Restart Claude
Restart Claude Desktop to make the tool take effect
Usage examples
Mathematical calculation toolCreate an addition calculator tool
Data analysis toolCreate an analysis tool that connects to a database
Frequently Asked Questions
What should I do if Claude can't find my tool after installation?
How to debug my tool?
What should I do if the tool requires additional Python packages?
Related resources
FastMCP GitHub repository
Official code repository and complete documentation
MCP protocol specification
Technical specification of the Model Context Protocol
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