Manufacturing & Industry 4.0 Hell FireSubmitted July 18, 2026

LogGuardian

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

About this project

LogGuardian AI is an AI-powered enterprise log analysis platform built with NitroStack MCP and Supabase. It uses a multi-agent architecture to analyze uploaded logs, detect anomalies, identify root causes, generate intelligent recommendations, and produce incident reports through an interactive SOC dashboard.

Manufacturing & Industry 4.0 track

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

Live MCP appSource code

Team Hell Fire

  • Aswath Shri Ram S.BLead

    X

  • Padmesh P S

  • V R Dhwaraganath

  • Makaranth Prasath T

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Frequently asked questions

What does LogGuardian do?
LogGuardian AI is an AI-powered enterprise log analysis platform built with NitroStack MCP and Supabase. It uses a multi-agent architecture to analyze uploaded logs, detect anomalies, identify root causes, generate intelligent recommendations, and produce incident reports through an interactive SOC dashboard.
Who built LogGuardian?
LogGuardian was built by team Hell Fire 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.