molecare

MCP server for educational dermatology knowledge, MoleCare API tools, and MLOps operations tooling. Runs in mock mode with no credentials. Not a medical device.

Keep sensitive prompts local: a 1,024-weight head on bge-m3 that catches health data, credentials and PII written as plain English, which regex and entity tools miss. A second gate for LLM routers and guardrails. Not a medical device.

Educational skin-health Q&A (Llama-3.2-1B LoRA). Served behind skin-care-harness. Not a medical device. Does not diagnose.

Desktop app for MoleCare — skin health self-management on macOS, Windows and Linux. Not a diagnostic tool and not a medical device.

MoleCare organisation profile: open-source skin-health tools. A melanoma classifier, an MCP server, a privacy gate for LLMs, and React and React Native components. Not a medical device.

Read steps, sleep, workouts, active energy and water from Apple Health (HealthKit) and Android Health Connect with one React Native API. Read-only; stores and sends nothing.

Turn pixels into millimetres in React Native and Expo using a coin or sticker of known size in the same photo. Always an estimate, with the reason when a photo cannot be measured.

A front and back body map for React: pick a region, or show what was recorded per region. Accessible, every word a prop, no dependencies.

On-device photo quality checks for React Native and Expo: exposure, uneven lighting, sharpness, capture details and whether two photos are comparable.

Two photos side by side with one shared zoom and pan, for React. Mouse, touch, pen and keyboard; no dependencies.