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 : 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
Featured MCP Services

Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
141
4.5 points

Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
86
4.3 points

Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
1.7K
5 points

Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
830
4.3 points

Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
6.7K
4.5 points

Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
566
5 points

Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
754
4.8 points

Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
5.2K
4.7 points