# Python

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

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.

Python sample project for MCP service

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.

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

Minimal Python MCP server implementation based on MCP Python SDK

Run a Python client script to call the weather service

MCP Service Testing Project

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

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.

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 multilingual project with implementations in Python and TypeScript

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

Python project environment initialization and MCP service startup

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.

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.

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

A Python MCP server based on yfinance

Enterprise WeChat Robot Notification Service

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

A template repository for Python MCP servers

Python implementation of Trello MCP service

Python implementation of Roblox MCP server

FastAPI Example Project

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.