What they built

MedSync AI — an MCP for real-time emergency medical coordination

MedSync AI is an MCP application that helps emergency responders, paramedics, and hospital staff coordinate faster during medical crises — from single-patient triage to mass casualty events. It brings together five coordinated tools: a Mass Casualty Simulator that models resource and hospital allocation for multi-casualty incidents; a Quick Triage Checker that classifies patient severity and suggests the right specialty from reported symptoms; Medication Guidance that surfaces reference-level treatment guidance (with clear clinical disclaimers) for both major emergencies and common ailments like fever or minor cuts; Blood Donor Outreach that matches and notifies eligible, consenting donors near a given location by blood type; and an Emergency Plan Generator that produces a full coordinated response plan for an incident, pulling together ambulance dispatch, hospital capacity, and staffing in one place. Built on real-time backend services (dispensary, donor, location, hospital, and activity tracking) with a live dashboard, MedSync AI is designed for the moments when minutes matter — giving responders a single coordinated view instead of juggling separate systems for triage, medication reference, blood supply, and dispatch. It's for EMS teams, hospital emergency departments, and disaster-response coordinators who need fast, reliable decision support without replacing clinical judgment — every medication suggestion carries a clear "reference only, confirm before administering" disclaimer, and donor contact details stay masked until a hospital actually needs to reach them.