Manufacturing & Industry 4.0 JanduBAMSubmitted August 1, 2026

Smart Factory MCP: Real-Time Machine Health via AI

An MCP app on the Model Context Protocol built by JanduBAM at the SRMIST NitroStack × MCP To The Moon hackathon and deployed on NitroStack.

About this project

Stop reading dashboards. Start asking questions. This NitroStack-powered MCP server connects industrial machine data directly to ChatGPT. By exposing machine telemetry as MCP tools, the AI can instantly fetch and explain the health, temperature, and vibration status of any machine on the floor. We are turning complex Industry 4.0 data into simple, conversational insights, making machine monitoring accessible to everyone.

Manufacturing & Industry 4.0 track

Create intelligent systems for smart factories, predictive maintenance, quality control, and supply chain optimization.

Live MCP appSource code

Team JanduBAM

  • Shashvat DubeyLead

  • Shashank Shekhar Singh

  • Aryan Tiwari

  • Ankit Ghosh

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Frequently asked questions

What does Smart Factory MCP: Real-Time Machine Health via AI do?
Stop reading dashboards. Start asking questions. This NitroStack-powered MCP server connects industrial machine data directly to ChatGPT. By exposing machine telemetry as MCP tools, the AI can instantly fetch and explain the health, temperature, and vibration status of any machine on the floor. We are turning complex Industry 4.0 data into simple, conversational insights, making machine monitoring accessible to everyone.
Who built Smart Factory MCP: Real-Time Machine Health via AI?
Smart Factory MCP: Real-Time Machine Health via AI was built by team JanduBAM at the SRMIST NitroStack × MCP To The Moon hackathon, in the Manufacturing & Industry 4.0 track.
What is an MCP app and how is it built?
An MCP app is an application built on the Model Context Protocol — an open standard that lets AI agents connect to tools, data, and APIs. This project exposes MCP tools and resources that agentic AI systems can call. It was built and deployed on NitroStack, the full-stack platform for shipping MCP apps and servers.