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MCP Python

This is a demonstration project of a Model Context Protocol (MCP) server based on the FastMCP framework, providing file operation tools and dynamic greeting resources, and demonstrating the standardized communication method between clients and AI models.
2 points
5

What is an MCP server?

An MCP server is a middleware based on the Model Context Protocol that standardizes the interaction between clients and AI models. By providing a unified request/response format and context management, it simplifies the AI model integration process.

How to use an MCP server?

After installation, simply run the main program to start the service. Clients can communicate with the server via the standard MCP protocol, send prompts, and receive model responses.

Use cases

Suitable for applications that need to integrate multiple AI models, chatbots that need to maintain conversation context, and enterprise solutions that require standardized AI interaction.

Main features

Dynamic greeting resourcesProvide personalized greeting services. Simply enter your name to get customized welcome messages.
File operation toolsetComplete file management functions, including creating, reading, modifying, deleting, and searching file contents.
Context managementMaintain conversation context, support multi-round interaction and long-term memory.

Advantages and limitations

Advantages
Standardized protocol simplifies AI model integration
Out-of-the-box file operation functions
Lightweight and easy to deploy
Supports context-aware interaction
Limitations
Currently a demonstration version with limited functions
Lacks advanced security features
Room for performance optimization
Documentation needs further improvement

How to use

Installation preparation
Ensure that Python 3.8 or a higher version is installed on the system.
Set up a virtual environment
Create and activate a Python virtual environment to isolate dependencies.
Install dependencies
Install all the dependency packages required by the project.
Start the server
Run the main program to start the MCP server.

Usage examples

Get a personalized greetingGet customized welcome messages through dynamic greeting resources.
Create and edit a fileDemonstrate the complete file creation and editing process.

Frequently Asked Questions

Which operating systems does the MCP server support?
How to extend the server's functions?
Is there a graphical user interface?

Related resources

MCP Protocol Specification
Official specification document for the Model Context Protocol
GitHub Repository
Project source code and issue tracking
FastMCP Framework
Underlying framework for building MCP servers
Installation
Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.
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