Manufacturing & Industry 4.0 TATVASubmitted July 18, 2026

Adaptive Infrastructure Resilience MCP (AIR-MCP)

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

About this project

Adaptive Infrastructure Resilience MCP (AIR-MCP) is a production-inspired, autonomous decision orchestration platform designed to manage and mitigate critical incidents in smart datacenters and grids. Using a multi-agent orchestration engine, it actively monitors telemetry, assesses operational risks, migrates workloads, schedules technicians, and procures replacement parts to restore cooling loops and protect service level agreements (SLAs).

Manufacturing & Industry 4.0 track

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

Live MCP appSource code

Team TATVA

  • P N AmrithaLead

  • U Karthik Krishna

  • Upasana C B

  • Krishnapriya V

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Frequently asked questions

What does Adaptive Infrastructure Resilience MCP (AIR-MCP) do?
Adaptive Infrastructure Resilience MCP (AIR-MCP) is a production-inspired, autonomous decision orchestration platform designed to manage and mitigate critical incidents in smart datacenters and grids. Using a multi-agent orchestration engine, it actively monitors telemetry, assesses operational risks, migrates workloads, schedules technicians, and procures replacement parts to restore cooling loops and protect service level agreements (SLAs).
Who built Adaptive Infrastructure Resilience MCP (AIR-MCP)?
Adaptive Infrastructure Resilience MCP (AIR-MCP) was built by team TATVA 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.