Manufacturing & Industry 4.0 SenatorzSubmitted July 26, 2026

GroundTruth

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

About this project

n AI agent for EOD-driven team intelligence. Employees write one honest paragraph a day; the agent verifies it against what actually happened in GitHub, and tells managers only what genuinely needs them.

Manufacturing & Industry 4.0 track

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

Source code

Team Senatorz

  • Vimaladharsan SLead

  • Dhaurshand S B

  • Sudarsan.D.S

  • Moule Kisan

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Frequently asked questions

What does GroundTruth do?
n AI agent for EOD-driven team intelligence. Employees write one honest paragraph a day; the agent verifies it against what actually happened in GitHub, and tells managers only what genuinely needs them.
Who built GroundTruth?
GroundTruth was built by team Senatorz 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.