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A robust Model Context Protocol (MCP) server that provides secure shell command execution capabilities to AI assistants and other MCP clients. In other words: the brain thinks, this runs the commands.

Node.js server implementing the Model Context Protocol (MCP) for running arbitrary JavaScript in ephemeral Docker containers with onthefly npm dependency installation.

The Web Agent Protocol (WAP) is a standardized framework designed to enable seamless interaction between users, web agents, and browsers by recording and replaying browser actions. It separates the concerns of action recording and execution, allowing for efficient automation and reusability. The Python SDK for WAP implements the full specification, making it easy to:

Panther's Model Context Protocol (MCP) server provides functionality to:

This repository contains a presentation about Model Context Protocol (MCP) and demo materials.

Testing and demonstration of the Model Content Protocol (MCP) using Python. This project enables you to experiment with and test any MCP server implementation utilizing Pydantic AI.

Model Context Protocol (MCP) Go

This project demonstrates an Agent Development Kit (ADK) agent that interacts with a local SQLite database. The interaction is facilitated by a Model Context Protocol (MCP) server that exposes tools to query and modify the database.

MCP Servers

This monorepo enables searching JobStash via natural language, using a two-server Model Context Protocol (MCP) architecture.

MCPgoat

MCP Compose is a tool combining and customizing MCP servers using a declarative yaml config file similar to how docker compose works.

[Modular Command Platform (MCP)] GitHub Copilot Agent

A test Model Context Protocol (MCP) server created for demonstration purposes, based on Morten Rand-Hendriksen's LinkedIn Learning course "Model Context Protocol (MCP): Hands-On with Agentic AI".

A Model Context Protocol server for GitHub API operations, providing comprehensive repository management and GitHub workflow automation.

A simple Model Context Protocol (MCP) server implementation using the command transport format.

Docker development container with Claude Code CLI and configurable MCP (Model Context Protocol) servers. Built for development workflows with MCP configuration baked in at build time for clean multi-container deployments.

A Model Context Protocol (MCP) server for personal use only that retrieves Hang Seng Index (HSI) data and news headlines from AAStocks for research and educational purposes.

The OooDev library, as detailed in api_documentation.md, provides a Pythonic abstraction over the LibreOffice UNO API, with classes like CalcDoc, WriteDoc, and utilities for charts, forms, and macros. It simplifies tasks like document creation, cell manipulation, and styling, reducing the need for low-level UNO interface queries (e.g., UnoRuntime.queryInterface). OooDev also supports modern Python features (e.g., type hints, context managers) and integrates with extensions like APSO and OooDev.oxt, making it ideal for a 1:1 MCP mapping.

A VirtoCommerce module that provides Model Context Protocol (MCP) server functionality, enabling AI agents like Claude Desktop to interact with VirtoCommerce platform APIs.

Welcome to Claude Code, an innovative coding tool designed to enhance your development experience directly from your terminal. With Claude Code, you can streamline your coding tasks, making your workflow more efficient and enjoyable.

A Model Context Protocol (MCP) server for visualizing unified diffs using diff2html. Designed to work seamlessly with filesystem edit_file dry-run output.

mcp-server-lib.el is an Emacs Lisp implementation of the Model Context Protocol (MCP), an open standard for communication between AI applications, servers, and language models.

A Model Context Protocol (MCP) server that provides tools for interacting with Chrome DevTools Protocol. This allows you to programmatically control Chrome browser instances, navigate web pages, execute JavaScript, take screenshots, and more.

Production-ready MCP server implementations for creative applications - Control Blender and other creative tools through the Model Context Protocol.

Welcome to your new gem! In this directory, you'll find the files you need to be able to package up your Ruby library into a gem. Put your Ruby code in the file lib/slider_mackenzie. To experiment with that code, run bin/console for an interactive prompt.

replicao do post https://dev.to/arthur_isvi/construindo-um-mcp-server-do-cartola-fc-com-golang-3jih?utm_source=substack&utm_medium=email

An MCP (Model Context Protocol) server for running 4D .4dm files using the 4D Tool executable.

MCP (Model Context Protocol)

Simple Hello World MCP (Model Context Protocol) server template with environment variable examples. This is a minimal template to get started with creating your own MCP servers.

A Demo of using an MCP Server in a CI / CD pipeline

Log Analyzer MCP is a specialized Model-Context-Protocol (MCP) server designed to integrate with Cursor. It provides tools for analyzing test logs, runtime errors, and code coverage reports, streamlining the development and debugging workflow.

Cursor IDE Interactive Feedback MCP

Model Context Protocol (MCP) server for connecting Claude with the Tesla Owner API. It provides tools for authentication and data retrieval for Tesla vehicles and solar systems.

This repository contains mcp_generator.py, a Python script that automates the creation of a FastMCP-enabled (Model Context Protocol) STDIO server of a Python file containing MCP functions. It sets up a virtual environment, installs dependencies, and adds MCP server code to expose the classs methods as tools in an MCP server.

mcpartools is a software simplifying time consuming simulation of particle transport using Monte Carlo codes (Fluka, SHIELDHIT12A). We assume user has access to a computing cluster with batch processing software installed (i.e. slurm, torque) and wants faster simulation by running it simultaneously on many computing nodes. mcpartools simplifies this process by generating necessary directory structures and scripts for starting calculations and collecting the results.

This project implements a client-server architecture using the Model Context Protocol (MCP):

An Agent-to-Agent (A2A) compatible server for Git repository analysis.

Use environment variables in your Cursor MCP server definitions.

Kotlin Multiplatform project with SwiftUI, Jetpack Compose, Compose for Wear OS, Compose for Desktop and Compose for Web clients along with Ktor backend. Currently running on

This directory contains GitHub Actions workflows for the TripSage AI project.

This project is an MCP (Multi-Agent Conversation Protocol) Server for the given OpenAPI URL - https://api.apis.guru/v2/specs/giphy.com/1.0/openapi.json, auto-generated using AG2's MCP builder.

JavaScript SDKs for implementing Model Context Protocol (MCP) authorization with Asgardeo

This repository demonstrates how to use GitHub Copilot Agent Mode in combination with the Figma Model Context Protocol (MCP) server to efficiently convert Figma designs into fully functional, responsive HTML/CSS webpages.

A command-line tool that provides an MCP server for image resizing.

A Model Context Protocol (MCP) server for managing Docker containers, images, networks, and volumes on your local machine, with FastAPI HTTP interface.

A comprehensive Model Context Protocol (MCP) server that provides powerful search and browsing capabilities for MCP documentation and Python SDK content. This server enables efficient exploration of MCP concepts, implementation details, and code examples through intelligent parsing and search functionality.

Windows control server for the Model Context Protocol, providing programmatic control over system operations including mouse, keyboard, window management, and screen capture functionality.

Script to read CAN bus data from your car using an Arduino Uno R3 and MCP2515 CAN Transceiver (with TJA1050 module)

This project is a Model Context Protocol (MCP) server implemented in Python. It exposes the Topdesk API via the TOPdeskPy SDK.

MCP server for Laravel documentation references

This repository contains a basic MCP (Minecraft Control Protocol) server implementation.

Hot reload your remote containerized applications directly from your IDE using MCP (Model Context Protocol).