# Python

A Python-based trading assistant that connects through the Zerodha MCP server to help users manage trading accounts, providing a natural language interaction interface and various trading functions.

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

A template for quickly bootstrapping a Python-based MCP server. Use the Cookiecutter tool to quickly generate the project structure.

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 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.

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.

A simple Python project demonstrating calculator operations through two client-server communication modes (SSE and STDIO), suitable for learning basic client-server architecture and dual-mode communication.

Python implementation of Roblox MCP server

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

A multilingual project with implementations in Python and TypeScript

Enterprise WeChat Robot Notification Service

This is an MCP server project based on the OpenAPI specification, used to handle API requests related to NDHM Health ID, supporting multiple transmission modes and configuration methods.

This project builds a data statistical analysis Agent based on Python. Through the MCP server and client architecture, combined with the LangGraph Agent, it realizes data statistics, visualization, and modeling functions.

A dynamic MCP server management service for creating, running, and managing Model Context Protocol (MCP) servers. This project is implemented in Python and can generate six different types of mind maps, suitable for various scenarios such as learning, review, and presentation.

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.

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

Python project environment initialization and MCP service startup

MCP Service Testing Project

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-based MCP server budget tracker

A collection of MCP servers written in Python

A Python MCP server based on yfinance

FastAPI Example Project

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.

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.

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.

A simple echo server example built using Python 3.13.2 and MCP 1.6.0 in a Windows 11 environment

Python sample project for MCP service