kg Food Log: Reveal the molecules in your foods
Food tracking via voice with molecular breakdown, but Gemini approximations undermine trust.

Personal MCP server for food logging when MyFitnessPal won't export data.
People tracking nutrition for medical purposes
MyFitnessPal · Lifesum · Cronometer
Food tracking via voice with molecular breakdown, but Gemini approximations undermine trust.
Finally gives Claude Code persistent log memory without manual copy-pasting.
Vision AI reads labels when barcodes fail, but Yuka already dominates this space.
Gemini-powered food extraction via natural language, but MyFitnessPal and Cronometer dominate.
Clean recipe collection but fundamentally a static database any spreadsheet could match.
Gemini-powered food inference with micronutrient detail, but missing verified nutrition data accuracy.