Manufacturing & Industry 4.0 The Debug SquadSubmitted July 26, 2026

Optimized EV Battery Advisor

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

About this project

Agentic decision-support for battery material selection. Based on the constraints given by the user, our multi-agent orchestrator will handle it.

Manufacturing & Industry 4.0 track

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

Source code

Team The Debug Squad

  • Surya Narayanan TLead

  • Kavin V C

  • Kesikasri Suresh

  • Shasmitha velmani

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Frequently asked questions

What does Optimized EV Battery Advisor do?
Agentic decision-support for battery material selection. Based on the constraints given by the user, our multi-agent orchestrator will handle it.
Who built Optimized EV Battery Advisor?
Optimized EV Battery Advisor was built by team The Debug Squad 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.