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firaskudsy

cronometer-api-mcp

by firaskudsy

cronometer-api-mcp

License: MIT CI Build Docker image PyPI

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An MCP (Model Context Protocol) server for Cronometer nutrition tracking, built on the reverse-engineered mobile REST API.

Unlike cronometer-mcp, which takes a comprehensive GWT-RPC approach against Cronometer's web backend, this server talks to the same JSON REST API used by the Cronometer Android app -- with clean payloads and stable, versioned endpoints.

Features

  • Food log -- diary entries with food names, amounts, meal groups

  • Nutrition data -- daily macro/micro totals and nutrition scores with per-nutrient confidence

  • Food search -- search the Cronometer food database, get detailed nutrition info

  • Diary management -- add/remove entries, copy days, mark days complete

  • Custom foods -- create foods with custom nutrition data

  • Macro targets -- read weekly schedule and saved templates

  • Fasting -- view history and aggregate statistics

  • Biometrics -- weight, body fat, heart rate, and other tracked metrics over a date range

  • Activity & sleep -- log walks and workouts, record a night's sleep with its stage breakdown

Related MCP server: nutrition-mcp

Quick Start

1. Install uv

curl -LsSf https://astral.sh/uv/install.sh | sh

2. Set credentials

export CRONOMETER_USERNAME="your@email.com"
export CRONOMETER_PASSWORD="your-password"

3. Configure your MCP client

uvx downloads and runs the server on demand -- no separate install step.

OpenCode (opencode.json)

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "cronometer": {
      "type": "local",
      "command": ["uvx", "cronometer-api-mcp"],
      "environment": {
        "CRONOMETER_USERNAME": "{env:CRONOMETER_USERNAME}",
        "CRONOMETER_PASSWORD": "{env:CRONOMETER_PASSWORD}"
      },
      "enabled": true
    }
  }
}

Claude Desktop (claude_desktop_config.json)

{
  "mcpServers": {
    "cronometer": {
      "command": "uvx",
      "args": ["cronometer-api-mcp"],
      "env": {
        "CRONOMETER_USERNAME": "your@email.com",
        "CRONOMETER_PASSWORD": "your-password"
      }
    }
  }
}

Available Tools

Food Log & Nutrition

Tool

Description

get_food_log

Diary entries for a date, each enriched with food name, source, serving measure/count, and that food's per-entry nutrient contribution, plus an energy_summary (target/consumed/remaining kcal) and a nutrition_summary of consumed totals for every tracked nutrient

get_daily_nutrition

Consumed macro and micronutrient totals for every nutrient tracked in Cronometer

get_nutrition_scores

Category scores (Vitamins, Minerals, etc.) with per-nutrient consumed amounts and confidence levels

Food Search & Details

Tool

Description

search_foods

Search the Cronometer food database by name

get_food_details

Full nutrition profile and serving sizes for a food

Targets & Tracking

Tool

Description

get_macro_targets

Weekly macro schedule and saved target templates

get_fasting_history

Fasting history within a date range

get_fasting_stats

Aggregate fasting statistics

All date parameters use YYYY-MM-DD format and default to today when omitted.

Diary Management

Tool

Description

add_food_entry

Log a food serving to the diary

remove_food_entry

Permanently delete diary entries — no undo

add_custom_food

Create a custom food with specified nutrition

copy_day

Copy all entries from the previous day

mark_day_complete

Mark a diary day as complete or incomplete

Activity & Sleep

Tool

Description

log_exercise

Log a walk or workout — duration, calories burned, optional step count

log_sleep

Record a night's sleep, with optional deep/light/REM breakdown and score

Cronometer stores these in two different places: a walk is an Exercise diary entry, a night's sleep is a Biometric.

Cronometer has no steps field. It is not one of the 54 biometric metrics and not a field on a diary entry. log_exercise writes the step count into the entry name, so it is visible in the diary but is text — Cronometer cannot total or chart it. For step trends, read them from wherever they are actually recorded.

Exercise calories must be net of BMR — Cronometer counts BMR separately, so a fitness tracker's gross session calories double-count rest. log_exercise takes the burn three ways, best first:

Argument

Use when

Accuracy

calories_gross

copying from a tracker (Fitbit caloriesKcal)

exact — the server nets it against that day's real BMR

calories_burned

you already have a net figure

exact, if your figure is

neither

you only know the duration

a guess (3.5 METs)

The response reports calories_source so you can always tell which one ran.

Both tools refuse to write a same-day duplicate unless you pass force=true — if a device integration already syncs walks or sleep, logging on top of it silently inflates the day's burn or double-counts a night.

Neither has a delete counterpart. This is deliberate, not an oversight: the only known deletion endpoint for these entry types removes far more than it is asked to. Remove an exercise or biometric entry in the Cronometer app instead. See CLAUDE.md §4.

FORK: hardened fork, read/write. This fork ran read-only through its first eight phases; the owner enabled writes on 2026-07-27. Write tools carry readOnlyHint: False and remove_food_entry carries destructiveHint: True, so clients can warn before mutating. Every tool — read and write — is rate-limited and audited. The biometrics tools (list_biometrics, get_biometrics) were restored in 49d1263. log_exercise and log_sleep were added on 2026-08-06, putting the surface at exactly 17 — 10 read, 7 write. tests/test_tool_surface.py pins it in both directions.

Date ranges are capped at 90 days per call, calls are rate-limited to 60/hour, and every call is logged (shapes and counts only, never contents). See CLAUDE.md for the constraints, AUDIT.md for the upstream security review, and RUNBOOK.md for operations.

Remote Deployment

The server supports remote deployment with OAuth 2.1 authorization (PKCE) for use with Claude.ai and other remote MCP clients.

Environment Variables

Variable

Required

Description

CRONOMETER_USERNAME

Yes

Cronometer account email

CRONOMETER_PASSWORD

Yes

Cronometer account password

MCP_TRANSPORT

No

Transport mode: stdio (default), sse, or streamable-http

MCP_AUTH_TOKEN

Remote

HMAC key used to sign and verify access tokens

MCP_OAUTH_CLIENT_ID

Remote

OAuth client ID, verified at /token

MCP_OAUTH_CLIENT_SECRET

Remote

OAuth client secret, verified at /token

MCP_AUTHORIZE_PASSPHRASE

Remote

FORK: required to complete /authorize

MCP_BASE_URL

Remote

Public base URL; must match the deployed URL exactly

MCP_ALLOWED_REDIRECT_ORIGINS

No

FORK: allowed OAuth redirect origins (default https://claude.ai,https://claude.com)

PORT

No

Listen port for remote transports (default 8000)

FORK: the four variables marked Remote are mandatory whenever MCP_TRANSPORT is sse or streamable-http — the server refuses to start without them. Upstream treated them as optional and served the diary unauthenticated when they were absent, so a forgotten secret was a silent downgrade to no authentication at all.

Dokku / Heroku Deployment

The project includes a Procfile and .python-version for direct deployment with the Heroku Python buildpack:

# Create app
dokku apps:create cronometer-api-mcp

# Set environment
dokku config:set cronometer-api-mcp \
  MCP_TRANSPORT=streamable-http \
  MCP_AUTH_TOKEN=$(openssl rand -hex 32) \
  MCP_OAUTH_CLIENT_ID=my-client \
  MCP_OAUTH_CLIENT_SECRET=$(openssl rand -hex 32) \
  MCP_BASE_URL=https://your-domain.com \
  CRONOMETER_USERNAME=your@email.com \
  CRONOMETER_PASSWORD=your-password

# Deploy
git push dokku main

Claude.ai Remote Connection

When deployed remotely with OAuth configured, connect from Claude.ai using:

  • Server URL: https://your-domain.com/mcp

  • OAuth Client ID: Value of MCP_OAUTH_CLIENT_ID

  • OAuth Client Secret: Value of MCP_OAUTH_CLIENT_SECRET

Claude.ai will open a browser tab for authorization. Click Authorize to complete the connection.

Development

For local development, copy .env.example to .env and fill in your credentials:

cp .env.example .env
# edit .env
uv run cronometer-api-mcp

The CLI auto-loads .env on startup (dev convenience only). Real environment variables always win over .env, so production deployments and MCP client env blocks are unaffected.

How It Works

This server communicates with mobile.cronometer.com -- the same REST API used by the Cronometer Android/Flutter app. The API was reverse-engineered through:

  1. Static analysis of libapp.so (Dart AOT snapshot) from the APK to discover endpoint names

  2. Traffic interception via Frida + mitmproxy to capture exact request/response formats

  3. Trial-and-error against the live API to confirm payload shapes

The API uses two protocols:

  • v2 (POST /api/v2/*) -- JSON-body auth, used for most operations (food search, diary read/write, nutrition, fasting, macros, biometrics)

  • v3 (DELETE /api/v3/user/{id}/*) -- Header-based auth (x-crono-session), used for diary entry deletion

Python API

You can use the client directly:

from cronometer_api_mcp.client import CronometerClient
from datetime import date

client = CronometerClient()

# Search for foods
results = client.search_food("chicken breast")

# Get food details
food = client.get_food(results[0]["id"])

# Log a serving
client.add_serving(
    food_id=food["id"],
    measure_id=food["defaultMeasureId"],
    grams=200,
)

# Get today's diary
diary = client.get_diary()

# Get nutrition scores
scores = client.get_nutrition_scores()

License

MIT

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quality
B
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Maintenance

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