GlycemicGPT
Open Source Diabetes Management Platform

Becausenooneshouldmanagediabetesalone.

Real-time glucose monitoring, AI-powered analysis, caregiver alerts, and Wear OS support. Self-hosted, privacy-first, completely open source.

Everything you need to manage diabetes

A complete platform that replaces fragmented tools with one integrated, self-hosted system.

BLE Pump Connectivity

Direct Bluetooth connection to your insulin pump. Real-time data streaming with no cloud middleman.

AI-Powered Analysis

Daily briefs, pattern detection, and conversational AI. Bring your own provider or use the built-in subscription.

Real-Time Dashboard

Web and mobile dashboards with live glucose charts, IoB tracking, and trend analysis via server-sent events.

Caregiver Alerts

Tiered alert escalation with predictive warnings. Emergency contacts notified automatically when thresholds are crossed.

Smart Notifications

Push notifications, daily briefs, and escalating alerts delivered to you and your caregivers across multiple channels.

Wear OS Watch Face

Glucose value, trend arrow, and IoB right on your wrist. Alerts and AI chat quick queries from the watch.

Self-Hosted & Private

Your data stays on your infrastructure. Docker Compose or Kubernetes. No vendor lock-in, no data harvesting.

Open Source

GPL-3.0 licensed. Full source code, community-driven development, plugin architecture for extensibility.

Connect Your Way

Whether you want real-time BLE streaming, cloud report imports, or integration with your existing platform -- GlycemicGPT meets you where you are.

Real-Time

Direct Connect

Pair your insulin pump and CGM directly over Bluetooth. Real-time glucose data, basal rates, bolus history, and IoB streamed straight to your phone.

  • 5-minute CGM readings, live on your dashboard
  • Pump status: battery, reservoir, basal rate
  • Automatic cloud upload to your pump manufacturer
Coming Soon

Cloud Sync

Already uploading to your pump manufacturer's cloud? GlycemicGPT reads your existing reports and aggregates the data -- no direct pump connection needed.

  • Import from manufacturer cloud reports
  • Historical data aggregation and trend analysis
  • Works alongside your existing pump app
Coming Soon

Platform Bridge

Using an existing diabetes platform? Connect via API and bring your data into GlycemicGPT for AI-powered analysis, alerting, and caregiver access.

  • API integration with third-party platforms
  • Unified dashboard across all your data sources
  • Keep your existing setup, add AI insights on top

GlycemicGPT is designed to work with any insulin pump, CGM, or diabetes platform. Support for additional devices and integrations is actively being developed.

See the Platform in Action

Manage diabetes from your phone, your wrist, or the web. AI-powered insights, real-time alerts, and daily briefs -- wherever you are.

AI Chat
Ask about your glucose data
Ask about your glucose data...

Your Pocket Endo

AI chat, predictive insights, and caregiver alerts -- all from your phone.

142
BGIoB: 0.45 u
02:30
Alerts
GlycemicGPT
AI Chat

Glance & Go

BG, trends, alerts, and AI chat on your wrist.

glycemicgpt.org/dashboard/briefs

Daily Brief

Today

Good morning, Sarah

Here's your overnight summary. Glucose stayed in range 82-156 mg/dL with no lows detected. Time in range yesterday was 76%.

76%
Time in Range
148
Avg mg/dL
2
Highs Yesterday
Pattern Detected

Post-dinner highs for the 3rd day in a row. Average post-dinner peak: 218 mg/dL. Consider adjusting your evening carb ratio.

AI Recommendation

Your trend is improving. Basal rates look well-tuned overnight. Focus on dinner carb ratio and you could hit 80%+ in range this week.

Not medical advice. Consult your healthcare provider.

Your Dashboard, Anywhere

Morning briefs, pattern analysis, and trend reports delivered to your web dashboard.

Platform Architecture

From device to dashboard in real time. AI analysis and clinical knowledge retrieval built directly into the platform core.

Your Devices
Pump + CGM
Mobile App
Android + Wear OS
Platform Core
API + Orchestration
AI Engine
Analysis
5 Provider Types
Knowledge Base
RAG + Vector Search
Web Dashboard
Real-Time Monitoring

Your Data, Your Server

Self-hosted on your infrastructure. No cloud accounts, no data harvesting, no corporate access to your health records.

AI That Knows Your Patterns

Not just alerts -- daily analysis briefs, pattern detection, and conversational AI that understands your insulin, your meals, your life.

Works Your Way

BLE direct connect, cloud sync, or bridge from your existing platform. One app, any device, any setup.

Built for Caregivers Too

Real-time dashboards, escalating alerts, and instant notifications. Parents and partners stay informed without hovering.

Up and running in minutes

Three steps from zero to real-time glucose monitoring.

Step 1

Deploy

One command to spin up the full platform. Docker Compose or Kubernetes, your choice.

docker compose up -d
Step 2

Install

Sideload the Android app and pair your insulin pump over Bluetooth.

Step 3

Monitor

Real-time glucose data, AI insights, caregiver alerts, and Wear OS watch face.