Self-hosted web app: estimate meal calories & macros from food photos with Claude AI and log them to MacroFactor via Apple Shortcuts.
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Updated
Jun 16, 2026 - TypeScript
Self-hosted web app: estimate meal calories & macros from food photos with Claude AI and log them to MacroFactor via Apple Shortcuts.
Reconstruct MacroFactor's expenditure (TDEE) and trend weight locally from Apple Health — on-device, no API, no account. iOS app + Swift engine + CLI + local MCP server.
MacroFactor → Claude.ai MCP server on Cloudflare Workers. Reads via the official data export, food logging via the official Apple Shortcuts path. 38 tools.
Import MacroFactor workouts into Hevy
Am I recovered? Did my fueling work? MCP server combining MacroFactor nutrition with Garmin training data — a local fueling & recovery decision engine.
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