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A Python SDK for the doc2mcp documentation-to-MCP platform.

A production-ready e-commerce platform demonstrating best practices in microservices architecture, modern frontend development, and comprehensive observability using OpenTelemetry.

Code Analysis MCP Server

Fluxor-MCP is an adapter that turns every Fluxor action into an MCP tool and vice-versa. It lets you

This project implements a Model Context Protocol (MCP) server using the context7 library and FastAPI. It is designed to be easily deployable on any external web host.

Repository for Understanding MCP (Model Context Protocol) - A hands-on guide

Hyperf Model Context Protocol (MCP) Redis dtyq/php-mcp

This project provides an MCP (Model Context Protocol) server for Mathematica, enabling safe, session-based Mathematica code execution for use with Claude Desktop or other MCP-compatible clients.

A template for building custom MCP (Model Context Protocol) servers. This template provides a solid foundation with example tools, proper TypeScript setup, testing infrastructure, and best practices.

Blastengine APIModel Context Protocol (MCP)

A comprehensive guide to understanding, implementing, and using Figma's Model Context Protocol (MCP) Server for seamless design-to-code workflows.

A python implementation of the Model Context Protocol (MCP) server with fastmcp and fastapi.

MCP (Model Context Protocol) .

uMCP is a server implementation of the MCP protocol, designed for working with the AI in Unity. It is a minimalistic and efficient server that can be used to connect AI agents to Unity applications.

An impressive interactive demo showcasing the Model Context Protocol (MCP) implementation for Spanish language learning

A simple Python-based Model Context Protocol (MCP) server designed to help users learn MCP fundamentals through hands-on implementation and experimentation.

En este proyecto se han seguido los pasos del vdeo de Midudev: https://www.youtube.com/watch?v=wnHczxwukYY junto con otra documentacin educativa para aprender sobre los MCP (Model Context Protocol) y crear mi primer MCP.

A Model Context Protocol (MCP) server for Cairo and Starknet development assistance via the Cairo Coder API.

If you find this package useful, consider supporting ongoing development on Patreon.

The definitive resource for Model Control Protocol (MCP) - Opinionated. Curated. Verified.

RESK-MCP is an open-source Python library that adds a robust security and management layer over the official Model Context Protocol (MCP) Python SDK. It provides enhanced security features, monitoring capabilities, and tools for managing MCP interactions.

This MCP server attempts to exercise all the features of the MCP protocol. It is not intended to be a useful server, but rather a test server for builders of MCP clients. It implements prompts, tools, resources, sampling, and more to showcase MCP capabilities.

Installing local MCP servers is a pain. Each client has different config formats, locations, and requirements. Different operating systems (MacOS, Windows, Linux) have different config file paths. This installer handles all of that automatically.

This project provides a small Model Context Protocol server exposing a few SmartThings helper tools.

mcp-server using fastMCP framework in python language with streamable-http transport

A Raycast extension for managing MCP (Model Context Protocol) servers across editors.

A standalone Model Context Protocol (MCP) server that converts Figma designs into Adobe MAS merch card variants. This tool is now fully decoupled and can work with any target project.

This repository provides a Model Context Protocol (MCP) server for ABAP Development Tools (ADT), exposing various ABAP repository-read tools (program, class, function, include, interface, structure, table, where-used, etc.) over a standardized MCP interface.

This is a Model Context Protocol (MCP) server that interfaces with the PatchEvergreen API to fetch issues for breaking changes for libraries. It uses FastMCP for proper MCP implementation.

Unofficial PHP Model Context Protocol SDL

Model Context Protocol Server for Folder Operations

Node.js mcp server for iRacing data api. Work in progress

Welcome to the Model Context Protocol (MCP) Workshop! This hands-on session will teach you how to design a well-crafted MCP server, not just a basic one.

pms-domain-model is a core internal package within the pty-mcp-server project. It defines the essential domain types such as value objects, identifiers, parameters, and domain-specific data structures that precisely capture the semantics of the problem domain.

Easily convert local (STDIO transport) MCP servers to remote (sse for now) transport.

A Model Context Protocol (MCP) server that provides seamless access to StackOverflow's programming Q&A database using the FastMCP framework. This package serves as an NPX-compatible wrapper for the Python-based StackOverflow MCP server.

This document tracks the compliance of the Rust SDK with the MCP protocol for both client and server operations. Update this checklist as features are audited and validated.

A unified system for managing multiple Model Context Protocol (MCP) servers using PM2 and Git submodules.

A Model Context Protocol (MCP) implementation.

This project uses UV for Python environment management and runs an MCP server that fetches latest documentation for libraries like llamaindex or langchain.

A specialized Model Context Protocol (MCP) server focused on process management and development server control. Solves the common issue where npm run dev blocks Claude Code execution.

A comprehensive Model Context Protocol (MCP) server for Docker operations, providing complete Docker functionality through Claude AI and other MCP clients. Built with .NET 8 and designed for production use.

This is the Routine Model Context Protocol (MCP) server.

This is a CLI application for the Model Context Protocol (MCP) that can be invoked by Amazon Q.

iOS gelitirme iin optimize edilmi Cursor IDE setup sistemi - Otomatik rules, custom modes, MCP entegrasyonu ve proje kurulumu.

An open-source Model Context Protocol (MCP) server that provides automated GitHub project management capabilities for AI assistants and applications, specifically designed to integrate with PRD-driven development workflows.

This project implements a Model Context Protocol (MCP) server in Python using FastAPI. It supports both HTTP/SSE and stdio transports and can be containerized using Docker.

Reference for servers: https://github.com/modelcontextprotocol/servers

A Model Context Protocol (MCP) server that provides a clean interface for Perforce (P4) operations in Claude Desktop. This server wraps P4 commands to make them more reliable and easier for Claude to use, eliminating issues with interactive prompts and complex state management.

This repository contains an implementation of an MCP (Model Context Protocol) server, developed for educational, experimentation, or personal use.

This repository demonstrates how to run multiple MCP (Model Context Protocol) servers using FastMCP mounted under a single FastAPI app. Each MCP server runs independently with its own set of tools and SSE (Server-Sent Events) endpoints.

A MCP (Model Context Protocol) server that provides Rust development tools for Cursor editor.

World-Class Agent-Native Memory Control Protocol

A Model Context Protocol (MCP) server for Hacker News built with TypeScript.