Pull every meal you ever logged out of MyFitnessPal — per-food CSV, agent-shaped trends, and a local SQLite store no other MFP tool ships.
MyFitnessPal closed their API, gates per-food export behind premium, and ships per-meal rows even there. This CLI imports your browser session, syncs your diary to local SQLite, and answers questions the official UI never can: which 5 foods drove 80% of your protein this quarter, what's your weekly weight slope vs your deficit, what changed since last sync. Built with agent-native output (--json, --select, context) so Claude can reason over your last 14 days in one tool call.
Learn more at MyFitnessPal.
Authentication
MyFitnessPal closed their public API. This CLI uses your logged-in browser session — log in to myfitnesspal.com in Chrome, then run myfitnesspal-pp-cli auth login --chrome. Cookies are read from the .myfitnesspal.com domain. Sessions usually last 7-30 days; when they expire, log in again in Chrome and re-run auth login --chrome.
Quick Start
# Imports your MFP cookies from Chrome (one-time setup; works after you've logged in to myfitnesspal.com)
myfitnesspal-pp-cli auth login --chrome
# Verifies the session is valid and api.myfitnesspal.com is reachable
myfitnesspal-pp-cli doctor
# Pulls four months of diary, exercises, water, measurements, and goals into the local SQLite store
myfitnesspal-pp-cli sync --from 2026-01-01 --to 2026-05-08
# Per-food CSV export — the headline thing premium MFP doesn't deliver
myfitnesspal-pp-cli export csv --from 2026-01-01 --to 2026-05-08 --out diary.csv
# One-shot agent context: 14 days of diary totals, weight trend, current goals, recent foods, macro deltas
myfitnesspal-pp-cli context --days 14 --json
# Joins weight measurements with calorie deficit to compute the implied calories-per-pound ratio
myfitnesspal-pp-cli analytics weight-trend --weeks 8 --smooth 7d
Unique Features
These capabilities aren't available in any other tool for this API.
Local state that compounds
-
export csv — Export your food diary to CSV with one row per logged food, not per meal. Premium MFP only ships per-meal CSVs.
Reach for this when an agent needs the user's full eating history at food granularity for analysis, training, or long-form coaching memory.
myfitnesspal-pp-cli export csv --from 2026-01-01 --to 2026-05-08 --out diary.csv
-
analytics top-foods — Pareto query: which N foods drove X% of your protein/carbs/fat/fiber/sugar/calories over a window?
Use when an agent is helping the user understand what's actually driving a macro target, not what they think is.
myfitnesspal-pp-cli analytics top-foods --nutrient protein --days 60 --cumulative-percent 80 --json
-
find — Full-text search across every diary entry and food in the local store. Returns date, meal, servings, calories per match.
Use when an agent needs to recall every time the user logged a specific food without scrolling through months of diary.
myfitnesspal-pp-cli find --food "Chipotle Bowl" --from 2026-01-01 --json
-
analytics streak — Longest run of consecutive days where calorie totals fall within ±tolerance of your goal.
Use when the user asks how their adherence is trending — answer arrives without subjective interpretation.
myfitnesspal-pp-cli analytics streak --days 60 --tolerance 0.05 --json
Agent-native plumbing
-
context — Single-call snapshot of the last N days: diary totals, weight trend, current goals, recent foods, macro deltas — sized for an agent context window.
First call any agent should make before reasoning about a user's nutrition — gives the full picture in one shot.
myfitnesspal-pp-cli context --days 14 --json
Usage
Run myfitnesspal-pp-cli --help for the full command reference and flag list.
Commands
api_user
Authenticated user record on the v2 API (preferences, paid subs, profiles).
myfitnesspal-pp-cli api_user get - Get the v2 user record (units, goals preferences, paid subs, profiles).
diary
Daily food diary (per-meal entries with full nutrient panel).
myfitnesspal-pp-cli diary get_day - Get one day's food diary as scraped HTML (legacy surface python-myfitnesspal uses).myfitnesspal-pp-cli diary load_recent - Load the recent-foods quick-pick list for a meal.
exercise
Cardio and strength exercises logged on a given day.
myfitnesspal-pp-cli exercise get_day - Get one day's exercise log (cardio + strength) as scraped HTML.
food
Search the public food database, view food details, log custom foods.
myfitnesspal-pp-cli food details - Get full nutrient panel for a single food by MFP food id.myfitnesspal-pp-cli food search - Search the food database.myfitnesspal-pp-cli food suggested_servings - Get common serving-size suggestions for a food (powers the "1 cup / 100g / medium" picker).
goals
Daily calorie / macro / water / weight goals.
myfitnesspal-pp-cli goals get - Get your current daily goals (calorie target, macro split, water target) as scraped HTML.
measurement
Weight, body fat, and other body measurements (time series).
myfitnesspal-pp-cli measurement get_range - Get a date range of values for one measurement type as scraped HTML.myfitnesspal-pp-cli measurement types - List the measurement types defined for your account (Weight, BodyFat, Neck, Waist, Hips, plus custom).
note
Free-text notes attached to a day's food or exercise diary.
myfitnesspal-pp-cli note get - Get the food note for a single day.
reports
Aggregated time-series reports (any nutrient or weight as a date->value series).
myfitnesspal-pp-cli reports get - Get a time-series report (e.g. nutrition/Net%20Calories/30 returns the last 30 days of net calories).
user
Authenticated user account info, units, and preferences.
myfitnesspal-pp-cli user auth_token - Bootstrap a v2 bearer token from your session cookies.myfitnesspal-pp-cli user top_foods_server - Get your top-logged foods over a date range, computed server-side (powers the "your most-eaten" insights).
water
Daily water intake tracking.
myfitnesspal-pp-cli water get - Get water intake for a single day.
Output Formats
# Human-readable table (default in terminal, JSON when piped)
myfitnesspal-pp-cli api_user --user-id 550e8400-e29b-41d4-a716-446655440000
# JSON for scripting and agents
myfitnesspal-pp-cli api_user --user-id 550e8400-e29b-41d4-a716-446655440000 --json
# Filter to specific fields
myfitnesspal-pp-cli api_user --user-id 550e8400-e29b-41d4-a716-446655440000 --json --select id,name,status
# Dry run — show the request without sending
myfitnesspal-pp-cli api_user --user-id 550e8400-e29b-41d4-a716-446655440000 --dry-run
# Agent mode — JSON + compact + no prompts in one flag
myfitnesspal-pp-cli api_user --user-id 550e8400-e29b-41d4-a716-446655440000 --agent
Agent Usage
This CLI is designed for AI agent consumption:
- Non-interactive - never prompts, every input is a flag
- Pipeable -
--json output to stdout, errors to stderr
- Filterable -
--select id,name returns only fields you need
- Previewable -
--dry-run shows the request without sending
- Explicit retries - add
--idempotent to create retries when a no-op success is acceptable
- Confirmable -
--yes for explicit confirmation of destructive actions
- Piped input - write commands can accept structured input when their help lists
--stdin
- Offline-friendly - sync/search commands can use the local SQLite store when available
- Agent-safe by default - no colors or formatting unless
--human-friendly is set
Exit codes: 0 success, 2 usage error, 3 not found, 4 auth error, 5 API error, 7 rate limited, 10 config error.
Health Check
myfitnesspal-pp-cli doctor
Verifies configuration, credentials, and connectivity to the API.
Configuration
- Config file:
~/.config/myfitnesspal-pp-cli/config.toml (mode 0o600, owner-only)
- Local SQLite store:
~/.local/share/myfitnesspal-pp-cli/data.db (directory 0o700, file 0o600)
- MFP transport state:
~/.config/myfitnesspal-pp-cli/mfp-state.json (cached numeric mfp-user-id)
Known Gaps
This CLI ships with a focused subset of the planned manifest working end-to-end. The
remaining features are deferred to a follow-up /printing-press-polish run.
Working today:
- All JSON-only absorbed endpoints (
food details, food suggested-servings, food search request*, measurement types, water get, note get, reports get, api-user get, user auth-token, user top-foods-server)
diary get-day with the HTML parser ported from python-myfitnesspal v2.0.4pull-diary (date-range sync into local SQLite)export csv (per-food CSV — the headline feature premium MFP doesn't ship)find (FTS5 search across diary entries)context (one-call agent context dump for the last N days)analytics top-foods (Pareto query: which foods drove most of one nutrient)analytics streak (longest run inside ±tolerance of calorie goal)
Deferred to v0.2 (/printing-press-polish):
- HTML parsers for
/exercise/diary, /measurements/edit, /account/my-goals, POST /food/search, POST /food/load_recent — currently the corresponding commands hit the live endpoints but emit raw HTML rather than parsed structures.
- Transcendence:
analytics weight-trend, analytics macro-trend, analytics weekly-diff, analytics gap-candidates, sync diff, reports backfill, meal expand. Each is one focused command's worth of work over the local SQLite store.
The v0.2 features are not stubs in this build — they simply don't exist yet. Run
/printing-press-polish myfitnesspal to fill them in against the same spec.
Troubleshooting
Authentication errors (exit code 4)
- Run
myfitnesspal-pp-cli doctor to check credentials
Not found errors (exit code 3)
- Check the resource ID is correct
- Run the
list command to see available items
API-specific
- doctor reports session expired — Log in to myfitnesspal.com in Chrome (the same profile you used for
auth login --chrome), then re-run myfitnesspal-pp-cli auth login --chrome. Sessions typically last 7-30 days.
- auth login --chrome can't find cookies — Install one of:
pip install pycookiecheat, cargo install cookie-scoop-cli, or brew install cookies. Then re-run auth login --chrome --profile Default. If you have multiple Chrome profiles, list them with auth login --chrome --list-profiles.
- /v2/foods/{id} returns 403 — Some food ids are user-scoped (only readable by accounts that have logged that food). Try
food search --query <name> first to get an accessible food id.
- POST /food/search returns the login page — Session cookie expired. Re-run
auth login --chrome after logging in to myfitnesspal.com again.
- sync fails with 429 rate-limit — MFP throttles bursty access. The CLI defaults to 1 req/sec; if you raised --concurrency, drop it back to 1 and retry. Wait 60 seconds before re-running.
Sources & Inspiration
This CLI was built by studying these projects and resources:
Generated by CLI Printing Press