Manufacturing & Industry 4.0 The AssassinsSubmitted July 18, 2026

Factoryplus-ai

An MCP app on the Model Context Protocol built by The Assassins at the Amrita University Amritapuri campus NitroStack × MCP To The Moon hackathon and deployed on NitroStack.

About this project

AI-powered predictive maintenance MCP server built with NitroStack. Predict machine failures, recommend spare parts, assign technicians, and automate factory maintenance workflows.

Manufacturing & Industry 4.0 track

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

Live MCP appSource code

Team The Assassins

  • Bhadra PradeepLead

  • Ayman Jasim M R

  • Koushik Jakkapu

  • M Surya kiran

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Frequently asked questions

What does Factoryplus-ai do?
AI-powered predictive maintenance MCP server built with NitroStack. Predict machine failures, recommend spare parts, assign technicians, and automate factory maintenance workflows.
Who built Factoryplus-ai?
Factoryplus-ai was built by team The Assassins at the Amrita University Amritapuri campus 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.