Python MCP Server Sample
Use the uv tool to create and run a Python project named mcp - server - demo, build a FastMCP server supporting addition functions through the MCP SDK, and configure the client connection.
rating : 2.5 points
downloads : 9
What is an MCP server?
An MCP server is a Python service based on the Model Context Protocol, allowing developers to quickly build and deploy AI tool services. It provides standardized interface protocols and tool management functions.How to use an MCP server?
You can add tool functions through simple Python decorators and communicate with clients using standard protocols. It supports multiple transmission methods such as stdio.Applicable scenarios
Suitable for scenarios that require rapid construction of AI tool services, compatibility with multiple clients, or standardized interface protocols.Main features
FastMCP frameworkA lightweight MCP server framework based on the FastAPI style, supporting rapid development
Tool decoratorYou can easily convert ordinary functions into MCP tools using the @mcp.tool() decorator
Multiple transport protocolsSupports multiple transmission methods such as stdio, facilitating integration in different environments
Advantages and limitations
Advantages
Rapid development - You can build a fully functional MCP service in a few minutes
Standardization - It follows the MCP protocol and is compatible with various MCP clients
Lightweight - Based on Python, with few dependencies and simple deployment
Limitations
Currently only supports Python implementation
The performance may be inferior to high - performance services implemented natively
The functions are relatively basic, and additional development is required for complex scenarios
How to use
Install the uv tool
Use the curl command to install the uv tool, which is the package management tool for MCP
Create a project
Use the uv init command to create a new Python project
Install the MCP SDK
Enter the project directory and add the MCP SDK dependency
Create a server file
Create or rename a Python file as the server entry
Write server code
Add tool functions and server startup code in server.py
Client configuration
Configure the MCP server connection information in the client project
Usage examples
Create an addition calculation serviceCreate a simple MCP service that provides addition calculation functions
Run in debug modeRun the MCP server in debug mode for easy development
Frequently Asked Questions
What is the uv tool?
How to add more tool functions?
Which transport protocols are supported?
How to debug an MCP server?
Related resources
MCP official documentation
Official documentation and specifications for the MCP protocol
uv tool repository
The GitHub repository for the uv package management tool
FastMCP example project
More usage examples of FastMCP
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