Manufacturing & Industry 4.0 NaalvarSubmitted July 26, 2026

FACTORY MIND

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

About this project

Factory Mind, an AI-powered multi-agent decision platform for smart manufacturing. Instead of manually coordinating across different departments, the user simply enters a production-related query through our chat interface. The system then activates specialized AI agents such as Production, Inventory, Maintenance, Logistics, and Quality. Each agent analyzes the problem from its own perspective, and an orchestrator combines their insights to generate a single optimized decision. The platform not only identifies the root cause but also provides actionable recommendations, helping factory managers reduce downtime, improve efficiency, and make faster, data-driven decisions.

Manufacturing & Industry 4.0 track

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

Source code

Team Naalvar

  • Aishwarya PeriyakaruppanLead

  • N NIKITHA

  • Samyuktha T R

  • Aruna varshini N

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Frequently asked questions

What does FACTORY MIND do?
Factory Mind, an AI-powered multi-agent decision platform for smart manufacturing. Instead of manually coordinating across different departments, the user simply enters a production-related query through our chat interface. The system then activates specialized AI agents such as Production, Inventory, Maintenance, Logistics, and Quality. Each agent analyzes the problem from its own perspective, and an orchestrator combines their insights to generate a single optimized decision. The platform not only identifies the root cause but also provides actionable recommendations, helping factory managers reduce downtime, improve efficiency, and make faster, data-driven decisions.
Who built FACTORY MIND?
FACTORY MIND was built by team Naalvar at the Amrita University Coimbatore 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.