# Python

AppDog is a project that can easily generate MCP servers from OpenAPI specifications, aiming to simplify the development process and help developers quickly build applications.

A time zone conversion and time operation server built based on the MCP protocol standard, providing multi - time zone current time query and time zone conversion functions.

Python project environment initialization and MCP service startup

Brest MCP Server is a server implementation based on the Model Context Protocol (MCP), designed specifically for the Brest region, providing MCP interaction management and debugging tools.

A basic MCP server project that provides installation and operation guides, including cloning the repository, installing dependencies, configuring environment variables, and starting the service.

Enterprise WeChat Robot Notification Service

This project is an MCP client based on LangChain, used to demonstrate how to call MCP server tools through the LangChain ReAct Agent. It supports the LLMs of Anthropic, OpenAI, and Groq and provides the function of converting MCP tools to LangChain tools.

The project is a Python-based MCP service, including server-side and client-side test code, managed using a virtual environment and the uv tool.

A simple MCP server built with Python, providing two example tools: converting company names to stock codes and obtaining financial data from Yahoo Finance, mainly used for learning the construction and operation of MCP servers.

A to-do item server based on FastMCP for the Swarmonomicon project. It receives requests through FastMCP and stores tasks in MongoDB for processing by Swarmonomicon workers.

Brest MCP Server is a server implementation based on the Model Context Protocol (MCP), designed specifically for the Brest region, providing MCP interaction management and debugging tools.

MCP service project based on Pyodide

Run a Python client script to call the weather service

Guide to setting up and running the YR MCP server environment, supporting installation of dependencies and starting the service using both uv and pip methods

MCPy is a high-performance Minecraft server engine based on Python and Cython. It integrates scientific computing libraries and advanced optimization techniques, aiming to provide excellent performance and scalability. The project is currently in the development stage and includes core modules such as the server engine, world generation, network processing, entity system, and data persistence.

Python-based MCP server budget tracker

Preview version of the MCP Server for Keyfactor Command, built on the Python SDK, supporting certificate management operations such as querying, issuing, and revoking. Currently experimental software not recommended for production use.

A template repository for Python MCP servers

The MCP server project for PuchAI internship applications, supporting rapid deployment and local development

A complete tutorial on building the AutoNavi Map MCP Service from scratch, covering the entire process from environment configuration, code development, testing and debugging to online deployment.

Python implementation of Roblox MCP server

MCP-Mem0 is a Python-based server project focused on providing long-term memory management functions for intelligent agents. It offers efficient memory storage and retrieval capabilities and serves as a template to facilitate developers in building their own MCP servers. The project is lightweight and easy to deploy, suitable for scenarios requiring agent memory management.

A multilingual project with implementations in Python and TypeScript

A basic MCP client-server implementation project based on the Python SDK, including environment configuration, dependency installation, and running steps.

Python implementation of Trello MCP service

A Homebrew package management MCP server designed for macOS, implemented in Python, supporting seamless integration with MCP-compatible clients such as Claude Desktop.

MCP Service Testing Project

Minimal Python MCP server implementation based on MCP Python SDK

FastAPI Example Project

Python sample project for MCP service