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.
rating : 2 points
downloads : 6.9K
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 resources
Provide personalized greeting services. Simply enter your name to get customized welcome messages.
File operation toolset
Complete file management functions, including creating, reading, modifying, deleting, and searching file contents.
Context management
Maintain conversation context, support multi-round interaction and long-term memory.
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 greeting
Get customized welcome messages through dynamic greeting resources.
Create and edit a file
Demonstrate 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

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