# Python service

This project is a BI chart MCP service implemented in Python for data visualization, including data loading, processing, and rendering modules.

This project is a Python-based MCP server for integrating custom tools in AI-assisted development environments, providing addition operations and API key retrieval functions.

A Python MCP server designed for the UK Science Museum Group API, allowing LLMs to access museum data and supporting integration with Claude Desktop

Python implementation of MCP server

The Mallory MCP Server is a server that provides real-time network threat intelligence and supports proxy access to network security-related information such as vulnerabilities, threat actors, and malware.

An MCP server based on FastMCP and FastAPI for generating chart images through Python code.

A Python-based implementation of the MCP protocol server for handling structured message exchange, supporting custom message handlers and built-in functional endpoints.

A Python - based IMAP email management service that provides functions for reading and deleting emails in specific folders.

This project is a server implementation based on the Model Context Protocol (MCP) for connecting to the GraphQL API to access policy data. It is built using the Python SDK and the GQL library and supports policy queries in the TrueRAG system.

A Python-based MAVLink Model Context Protocol (MCP) server for interacting with MAVLink-supported devices (such as drones running PX4).

This project is a server - side implementation based on the Model Context Protocol (MCP) for connecting to the GraphQL API to access policy data. It is built using the Python SDK and GQL library and supports rapid deployment through the uv tool.

MemProcFS MCP server project for interacting via the command line or other MCP clients.

The project supports automatically restarting the Python server by monitoring file changes using nodemon and allows running on a custom port.

TickTick MCP is a Python-based model context protocol server that provides a standardized interface for integrating with the TickTick task management tool, supporting operations such as adding, deleting, modifying, and querying projects and tasks.

Kokoro MCP Server is a text-to-speech synthesis service project developed based on Python. It provides a complete solution for development environment setup, dependency management, testing, and deployment, and supports Docker containerization deployment and multi-architecture building.

Kokoro MCP Server is a speech synthesis service project developed based on Python, providing a guide for setting up the development environment, a Docker deployment solution, and debugging tools, and supporting multi-architecture deployment and modular development.

An MCP server project for office automation, with functions including schedule management, weather query, email reminder, and task tracking.

A Python - based MCP server for controlling Elastica soft slender body physical simulations through natural language

An Mcp service based on Python that calls the Ali CosyVoice1 API to convert text to audio

An MCP server implementation for the Windsurf IDE project, based on Python, supporting memory plugin integration and configurable transmission and logging.

A simple MCP client-server project implemented in Python, supporting direct tool invocation and LLM interaction based on OpenAI.

This project demonstrates how to use FastMCP to implement a Multi - Channel Protocol (MCP) server, including tool registration, server/client usage examples, and integration with Claude Desktop and the MCP Inspector.

This project provides a Python - based MCP server for integrating OSV (open - source vulnerability) data with AI assistants or large - language models, and exposes tools and resources through the MCP protocol to enhance the workflows and capabilities of LLMs.

Python - based Todoist MCP server that provides project management functions

An MCP server implemented in Python, connecting AI agents with Zhitou Data Service's Shanghai-Shenzhen data API, providing real-time A-share market data query functions.

A Python-based Morse code server that provides encoding/decoding functions and a RESTful API interface.

A movie server based on the FastMCP protocol, supporting searching for movie titles by keywords and obtaining the latest movie information.

MCP server implementation of MemProcFS

A basic mathematical operation MCP server based on the FastMCP framework, providing addition, subtraction, multiplication, and division functions, which can be integrated with MCP - compatible environments such as Claude Desktop.

This project is an MCP server for fetching articles from GeekNews. It uses Python and BeautifulSoup for web scraping and has a daily automatic caching function to reduce server load.