HealthTech & Life Sciences Null_bytesSubmitted July 26, 2026

PolyRisk

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

About this project

PolyRisk transforms raw genetic data into clinically grounded insight, cross-referencing an individual's genome against real, published GWAS research across 34 diseases and 59 validated variants. Every result is traced to a peer-reviewed study via live citation, ensuring complete scientific transparency with zero fabricated data. Built as an agentic MCP pipeline, the system autonomously evaluates the strength of evidence and statistical significance before surfacing any findings. PolyRisk is a research-grade prototype, not a diagnostic tool, designed to demonstrate how accessible, evidence-based genetic risk interpretation can be

HealthTech & Life Sciences track

Design AI-powered solutions for healthcare, diagnostics, patient care, medical research, and life sciences.

Source code

Team Null_bytes

  • vinith tiwariLead

  • A S Jeevanpranav

  • Aditi Sriram

  • Dhanushiya S

← All Amrita University Coimbatore projects

Frequently asked questions

What does PolyRisk do?
PolyRisk transforms raw genetic data into clinically grounded insight, cross-referencing an individual's genome against real, published GWAS research across 34 diseases and 59 validated variants. Every result is traced to a peer-reviewed study via live citation, ensuring complete scientific transparency with zero fabricated data. Built as an agentic MCP pipeline, the system autonomously evaluates the strength of evidence and statistical significance before surfacing any findings. PolyRisk is a research-grade prototype, not a diagnostic tool, designed to demonstrate how accessible, evidence-based genetic risk interpretation can be
Who built PolyRisk?
PolyRisk was built by team Null_bytes at the Amrita University Coimbatore NitroStack × MCP To The Moon hackathon, in the HealthTech & Life Sciences 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.