Content
# MCP 🚀
  
**A concise hub for learning and exploring the Model Context Protocol (MCP) — curated examples, servers, and walkthroughs for students, researchers, and engineers, (Arduino / ROS / Vision / Home Assistant).**
## 🔎 Overview
MCP (Model Context Protocol) is a lightweight, practical approach to expose model-driven context and commands to devices and systems — from Arduino and Home Assistant to ROS-based robots and computer-vision pipelines.
This repository complements the live demo site (served from `index`) and points visitors to the best starting resources, reference servers, example implementations, and video walkthroughs so they can quickly learn and experiment with MCP-based integrations.
**Live demo / landing page:** https://mechatronics2026.github.io/MCP/
## 🎯 Who this is for
- 👨🎓 Mechatronics students and lab instructors who want hands-on MCP demos.
- 🤖 Robotics and automation engineers exploring model-driven orchestration.
- 💻 Developers building integrations between LLMs/agents and hardware (edge devices, ROS, vision systems).
## 🔎 What to look for here
This repo acts as a start index: the landing page (`index`) shows the concept and demos; this README points to deeper resources — where to get reference servers, example projects you can clone, and curated video guides to watch next.
## 📚 Core reference & official servers
- **Model Context Protocol — reference servers**
https://github.com/modelcontextprotocol/servers
Primary collection of MCP server implementations and canonical examples. If you want official/reference server code, start here.
## 🧩 Example servers & platform integrations
These repositories are practical examples you can clone and inspect to see MCP used in real systems:
- 🔌 **Home Assistant integration**
https://github.com/tevonsb/homeassistant-mcp
Example that connects MCP endpoints with Home Assistant automations and event flows.
- 🧮 **MATLAB tools**
https://github.com/neuromechanist/matlab-mcp-tools
Tools to send/receive MCP messages from MATLAB workflows — useful for data analysis and control prototyping.
- 🖥️ **OpenCV / Vision pipeline**
https://github.com/GongRzhe/opencv-mcp-server
Exposes computer-vision processing via MCP (object detection, tracking outputs over MCP).
- 🤝 **ROS MCP server**
https://github.com/robotmcp/ros-mcp-server
Bridge between ROS topics/services and MCP for laboratory robotics and research stacks.
- 🏭 **Universal Robots adapter**
https://github.com/nonead/Nonead-Universal-Robots-MCP
Shows how to adapt MCP to industrial robot controllers (UR series) for orchestration demos.
- 🔋 **Arduino minimal MCP server**
https://github.com/amahpour/arduino-mcp-server-simple
Small-footprint example to turn a microcontroller into an MCP endpoint for classroom experiments.
- 🔎 **More:**
https://www.linkedin.com/pulse/guide-model-context-protocol-mcp-unlocking-ais-rick-hightower-mwq1c
By the end of this article in less than 1 hour, you will have created three versions of a ChatBot and a custom MCP Server.
## 🎬 Curated video tutorials & demos
Watch these to see MCP in action.
- https://youtu.be/EIUcqLYi224 — Quick demo / visual intro.
- https://youtu.be/zqyoGl7oWwk — Step-by-step setup and workflow example.
- https://youtu.be/RDJBfYPvGso — **Important explanation — Arabic**.
- https://youtu.be/7ut4eqTxwHA — Applied integration demo.
- https://youtu.be/hYBdPTzzrBg — Short technical deep-dive.
- https://youtu.be/l3QKhEWfN2A — Experimental/example use-case.
- https://youtu.be/SrHzC5InJDA — Workshop / practical recording.
- https://youtu.be/9StFx4lnvmc — Supplementary tutorial.
- https://youtu.be/dr1OeBkOAFs — Additional walkthrough.
## 🤝 Contribute & stay updated
This repo is a living resource. New materials, example servers, and an extended research write-up or application notes will be added here over time. If you want to follow updates, check this repository periodically or open an issue for questions and PRs.
---
Connection Info
You Might Also Like
awesome-mcp-servers
A collection of MCP servers.
git
A Model Context Protocol server for Git automation and interaction.
Appwrite
Build like a team of hundreds
TrendRadar
TrendRadar: Your hotspot assistant for real news in just 30 seconds.
chatbox
User-friendly Desktop Client App for AI Models/LLMs (GPT, Claude, Gemini, Ollama...)
oh-my-opencode
Background agents · Curated agents like oracle, librarians, frontend...