Python MCP Server Template 1h9
P

Python MCP Server Template 1h9

A minimal template for a Model Context Protocol (MCP) server based on the Python SDK, supporting the rapid creation and debugging of MCP services.
2 points
5.9K

What is Model Context Protocol (MCP)?

MCP is a protocol for communication and collaboration between models, aiming to simplify the interaction between different AI models. Through the MCP server, you can easily connect and manage multiple AI models to achieve seamless collaboration.

How to use the MCP server?

You can start and run the MCP server in just a few simple steps. First, install the dependencies, and then run the server script. You can also develop and debug through VS Code or MCP Inspector.

Use Cases

The MCP server is very suitable for application scenarios that require multi - model collaboration, such as intelligent customer service systems, multi - language translation tools, and complex data analysis platforms.

Main Features

Model Integration
Supports the integration and management of multiple AI models to improve work efficiency.
Real - time Communication
Achieves real - time data exchange through an efficient communication protocol.
Visual Debugging
Comes with the MCP Inspector tool, which is convenient for developers to quickly debug and optimize.
Advantages
Easy to deploy and use
Supports multiple programming languages
Powerful model collaboration capabilities
Limitations
Requires a certain network bandwidth
Has certain requirements for hardware performance

How to Use

Install Dependencies
Ensure that Python 3.13 or a higher version is installed, and synchronize the project dependencies.
Activate the Virtual Environment
Activate the Python virtual environment to run the server.
Start the Server
Run the server script to start the service.

Usage Examples

Intelligent Customer Service System
Use the MCP server to connect multiple natural language processing models to achieve multi - round dialogue and intent recognition.
Multi - language Translation Tool
Leverage the MCP server to coordinate multiple translation models, supporting instant translation of multiple languages.

Frequently Asked Questions

Does the MCP server support multiple programming languages?
How to use the MCP server in VS Code?
How much memory does the MCP server require?

Related Resources

MCP Python SDK
Official MCP Python SDK documentation.
MCP Specification
Model Context Protocol specification.
MCP Inspector
MCP server debugging tool.

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

K
Klavis
Klavis AI is an open-source project that provides a simple and easy-to-use MCP (Model Context Protocol) service on Slack, Discord, and Web platforms. It includes various functions such as report generation, YouTube tools, and document conversion, supporting non-technical users and developers to use AI workflows.
TypeScript
9.7K
5 points
M
MCP
The Microsoft official MCP server provides search and access functions for the latest Microsoft technical documentation for AI assistants
9.1K
5 points
A
Aderyn
Aderyn is an open - source Solidity smart contract static analysis tool written in Rust, which helps developers and security researchers discover vulnerabilities in Solidity code. It supports Foundry and Hardhat projects, can generate reports in multiple formats, and provides a VSCode extension.
Rust
5.4K
5 points
D
Devtools Debugger MCP
The Node.js Debugger MCP server provides complete debugging capabilities based on the Chrome DevTools protocol, including breakpoint setting, stepping execution, variable inspection, and expression evaluation.
TypeScript
5.6K
4 points
S
Scrapling
Scrapling is an adaptive web scraping library that can automatically learn website changes and re - locate elements. It supports multiple scraping methods and AI integration, providing high - performance parsing and a developer - friendly experience.
Python
8.7K
5 points
M
Mcpjungle
MCPJungle is a self-hosted MCP gateway used to centrally manage and proxy multiple MCP servers, providing a unified tool access interface for AI agents.
Go
0
4.5 points
C
Cipher
Cipher is an open-source memory layer framework designed for programming AI agents. It integrates with various IDEs and AI coding assistants through the MCP protocol, providing core functions such as automatic memory generation, team memory sharing, and dual-system memory management.
TypeScript
0
5 points
N
Nexus
Nexus is an AI tool aggregation gateway that supports connecting multiple MCP servers and LLM providers, providing tool search, execution, and model routing functions through a unified endpoint, and supporting security authentication and rate limiting.
Rust
0
4 points
G
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
16.2K
4.3 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
47.7K
4.3 points
M
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
25.4K
5 points
N
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
15.1K
4.5 points
F
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
47.6K
4.5 points
U
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#
19.8K
5 points
M
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
31.7K
4.8 points
G
Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
15.4K
4.5 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIBase