mfp-mcp
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- AlicenseNot gradedqualityCmaintenanceEnables Claude to access your MyFitnessPal diary—foods, portions, meal and daily nutrition totals, water, exercise, steps, and weight—through a custom connector on web, desktop, and mobile.6 npmMIT
- AlicenseAqualityBmaintenanceEnables Claude to manage MyFitnessPal food diaries, nutrition goals, exercises, body measurements, and water intake via a remote MCP server using session cookie authentication.194MIT
- AlicenseNot gradedqualityDmaintenanceEnables AI assistants to read and write MyFitnessPal data, including food diary, exercises, body measurements, nutrition goals, and water intake.MIT
- AlicenseNot gradedqualityDmaintenanceEnables Claude.ai to read your MacroFactor nutrition data and log food back into MacroFactor.1MIT
- AlicenseAqualityDmaintenanceEnables AI assistants to interact with MyFitnessPal data including food diary, exercises, body measurements, nutrition goals, and water intake through natural language.2071MIT
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TDQS
Scored across 18 tools
Most tools target a clearly distinct resource+action, and the food workflow (search -> draft -> log) is well delineated. However, fitness_get_exercise and fitness_get_exercise_entries both appear to read the same exercise diary and could easily be confused.
Every tool uses the same fitness_verb_noun snake_case pattern (get_day, log_food, delete_food, list_food_pins). No mixing of conventions.
18 tools is on the heavier side but each covers a genuine slice of the domain (food, exercise, notes, weight, water, trends, export, pins). Slightly over but defensible.
Strong coverage: full food CRUD plus search/draft/pins, water, weight, notes, trends, and bulk export. The only notable gap is adding exercise entries (read/delete exist, but logging appears handled by external sync), which agents can work around.