# Python tool

A Python-based MCP server example project that demonstrates how to create custom tools (such as sticky note management) and integrate with AI assistants (such as Claude) to achieve external data interaction and operations.

LLMling is a Python library that provides a configurable LLM task processing framework, supporting multiple context processors and LLM provider integrations.

iRacing MCP is a Python project that integrates iRacing data through the Model Context Protocol, providing tools for obtaining user data and building custom applications.

The MCP Echo Server is a lightweight Python-based microservice that receives and returns client messages, mainly serving as a diagnostic and testing tool in the MCP framework.

A simple MCP server example project that demonstrates how to use Python to create basic MCP tools, including addition and greeting functions.

Medical calculation service tool

An MCP server based on Python for comparing the differences between two texts and generating output in Unified diff format.

An MCP server based on Trino for querying and operating database tables via Python

The Word MCP Server is a Python - based API service for creating and editing Word documents through the FastMCP framework, supporting functions such as text formatting, picture insertion and table generation.

A search service project based on MCP and SearxNG

A Python automated publishing tool for Xiaohongshu, implementing content publishing, searching, and management functions based on the MCP protocol

The Pylpex MCP server provides tools and resources for the Pylpex interpreter, including functions such as code execution, tokenization, variable management, and documentation retrieval.

An MCP server for deploying Python scripts based on Modal

An MCP server based on Python implementation for sequential thinking, which solves complex problems through a step-by-step thinking process, supporting thought revision, branching reasoning, and dynamic adjustment of thinking steps.

MCP Server Manager is a tool for managing MCP (Model Control Protocol) servers. It provides command-line and graphical interfaces, supports the creation, configuration, and monitoring of local servers, and is compatible with Windows and macOS systems.

A Python-based toolkit for communicating with CheatEngine, providing memory reading and assembly analysis functions.

A Python MCP server template project based on Nix

A Python implementation of an MCP server for Bitbucket integration, providing a variety of Bitbucket operation tools, such as repository management, branch operations, file reading and writing, etc., supporting local running and secure interaction with AI applications.

A project that provides a Python API and an MCP server for programmatically searching for torrents on ThePirateBay, Nyaa, and YggTorrent, supporting multiple integration methods.

A DeepSeek inference service project built by Claude

A Model Context Protocol (MCP) tool implemented in Python, used to handle communication between applications and large language models (LLMs), and obtain the exchange rates of specified currencies against the Swedish Krona through the Riksbanken API.

A management tool based on Alibaba Cloud Message Service (MNS), supporting functions such as queue creation, deletion, and message sending and receiving

Fused MCP Agents is a Python - based tool that allows users to directly run any Python code through the Claude desktop application, enabling the connection between LLMs, APIs, and executable code.

MCPML is a Python framework for building servers compliant with the Model Context Protocol (MCP), supporting CLI tools and OpenAI agent functions, and providing features such as dynamic loading and structured output.

A Manim animation generation server based on the MCP protocol, which can execute Manim scripts and return the rendered videos, support dynamic animation generation and integrate with Claude.

A Python server for connecting WooCommerce stores with the Model Context Protocol, providing comprehensive product, order, and customer management functions.

The MCP Edge Search Server is a Python service that provides web search and content extraction functions for MCP clients (such as Claude Desktop), supporting Bing search and web text cleaning.

Spire.XLS MCP Server is an independent Excel processing tool based on Python. It can implement functions such as creating, editing, converting Excel files, and data analysis through the Model Context Protocol (MCP) without installing Microsoft Office.

A Python-based tool for retrieving LeetCode problems and providing detailed analyses of multiple solution plans, including ideas, complexity analyses, and implementation details.

The MCP Time Server is a Python - based microservice that provides advanced cross - time - zone time tools, including current time acquisition and time zone conversion functions.