ayubsoft254/UzimaMesh

Uzima Mesh: An AI-driven healthcare coordination platform designed for Kenya's healthcare system. Leveraging Microsoft Agent Framework, Azure MCP, and GitHub Copilot, Uzima Mesh optimizes patient intake, appointment scheduling, health data analysis, and real-time emergency monitoring. # UzimaMesh > **AI-driven healthcare coordination platform designed for Kenya's healthcare system.** > > Uzima Mesh optimizes patient intake, appointment scheduling, health data analysis, and real-time emergency monitoring — leveraging Azure AI Foundry Agents, MCP, and GitHub Copilot. --- ## 🚀 Live Sandbox The latest version of Uzima Mesh is deployed and ready for testing. **URL:** app-uzima-mesh.azurewebsite… ### Test Credentials | Role | Email | Password | Status | |---|---|---|---| | **Administrator** | `admin@uzimamesh.com` | `uzima123` | Active | | **Doctor** | `smith@uzima.com` | `password123` | Active | | **Patient** | `jane@example.com` | `uzima123` | Active | --- ## Overview Uzima Mesh is a modern, full-stack triage and healthcare coordination platform built with **Django 5.0**. It connects patients to medical professionals through an intelligent, AI-assisted workflow that prioritizes cases by urgency, generates clinical summaries, and empowers doctors with a real-time command center. ### Key Capabilities - **Unified AI Agent Workflow** — Patients chat directly with a single Azure AI Foundry Agent via the `azure-ai-projects` SDK. The agent is dynamically re-prompted to handle intake, triage, emergency detection, and scheduling with an expanded 10,000 token limit. - **AI-Powered Triage** — After gathering sufficient information, the Azure Agent assigns an urgency score (1–5), generates a clinical summary, and can use tools to create the triage record directly in the backend. - **Doctor Command Center** — Authenticated doctors access a real-time dashboard to view, accept, escalate, or request vitals for queued triage sessions, sorted by priority. - **Model Context Protocol (MCP)** — An MCP server exposes tools like `get_doctor_availability` and `create_triage_record`, enabling the AI agent to interact with the Django database programmatically. - **Microsoft Entra ID SSO** — Enterprise-grade authentication via Azure AD / Microsoft Entr …