HealthTech & Life Sciences Zero gravitySubmitted July 18, 2026

Medtriage MCP

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

About this project

MedTriage MCP — AI-Powered Clinical Triage & Care Navigation MedTriage MCP is an MCP-based healthcare orchestration system that takes a patient from "something's wrong" to safely matched with the right doctor — closing the gap usually filled by guesswork. Track 1 (Emergency Detection & Routing): Symptoms are checked against red-flag patterns; genuine emergencies bypass normal flow entirely. Non-emergency cases get matched to an available specialist (searching nearby hospitals if needed), with real working hours confirmed, then booking and payment completed — no patient guesswork. Track 2 (Medication Safety Auditing): Before any prescription, MedTriage cross-checks it against the patient's active medications, allergies, and history using a real interaction dataset, flagging dangerous conflicts with severity and reasoning. It never recommends a drug — only guards against mistakes. Track 3 (Rare Disease Registry Matching): For unclear cases, it searches verified registries (FDA approvals, orphan drug data, published trials) for existing, documented treatments — never inventing new chemistry. No match means honest referral, not a guess. A shared rule governs everything: ambiguity defaults to caution, not reassurance — directly responding to a documented 2026 Nature Medicine finding that a popular AI health tool under-triaged over half of true emergencies. MedTriage separates suggesting from guarding, using only real, cited data throughout.

HealthTech & Life Sciences track

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

Live MCP appSource code

Team Zero gravity

  • Koya RohithLead

  • Srihitha Gaddam

  • Jayanth Amanchy

  • Rama Krishna

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Frequently asked questions

What does Medtriage MCP do?
MedTriage MCP — AI-Powered Clinical Triage & Care Navigation MedTriage MCP is an MCP-based healthcare orchestration system that takes a patient from "something's wrong" to safely matched with the right doctor — closing the gap usually filled by guesswork. Track 1 (Emergency Detection & Routing): Symptoms are checked against red-flag patterns; genuine emergencies bypass normal flow entirely. Non-emergency cases get matched to an available specialist (searching nearby hospitals if needed), with real working hours confirmed, then booking and payment completed — no patient guesswork. Track 2 (Medication Safety Auditing): Before any prescription, MedTriage cross-checks it against the patient's active medications, allergies, and history using a real interaction dataset, flagging dangerous conflicts with severity and reasoning. It never recommends a drug — only guards against mistakes. Track 3 (Rare Disease Registry Matching): For unclear cases, it searches verified registries (FDA approvals, orphan drug data, published trials) for existing, documented treatments — never inventing new chemistry. No match means honest referral, not a guess. A shared rule governs everything: ambiguity defaults to caution, not reassurance — directly responding to a documented 2026 Nature Medicine finding that a popular AI health tool under-triaged over half of true emergencies. MedTriage separates suggesting from guarding, using only real, cited data throughout.
Who built Medtriage MCP?
Medtriage MCP was built by team Zero gravity at the Amrita University Amritapuri campus 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.