A
licenseNot graded
qualityD
maintenanceEnables AI assistants to read and write MyFitnessPal data, including food diary, exercises, body measurements, nutrition goals, and water intake.
MIT
MyFitnessPal MCP Server
by AdamWalt
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TDQS
A4/5.0
Scored across 20 tools
Disambiguation5/5
Each tool targets a distinct resource and action: diary retrieval, food search, food details, measurement get/set, exercise get, goals get/set, water get/set, report, custom food CRUD, and fast CRUD. The closest pair is mfp_get_diary and mfp_get_report, but they serve clearly different purposes (daily meals vs. trend over a range).
Naming Consistency4/5
The vast majority use the consistent mfp_<verb>_<object> pattern with clear verbs (get, set, add, remove, create, list, delete, log, update). The only exception is refresh_browser_cookies, which lacks the mfp_ prefix but is clearly an auth utility, so it is a minor deviation.
Tool Count4/5
20 tools is on the high end, but the domain is broad: diary, food database, measurements, exercises, goals, water, custom foods, and fasting. Each tool has a clear purpose, though some get/set pairs (e.g., water, measurements) could theoretically be combined. Overall it feels reasonably scoped for a comprehensive MFP client.
Completeness3/5
Core workflows are covered, but there are notable gaps: no way to update or edit diary entries (only add/remove), no tool for logging exercises (only reading them), and no read endpoint for fasting entries (though MFP itself lacks this). Custom food CRUD lacks update due to platform limitations. Agents will need workarounds for these missing operations.
Maintenance
ActivitySlowing
ResponsivenessUnresponsive