Garmin Nutrition Coach
Connects to Garmin Connect to fetch wearable data including sleep, HRV, workouts, body composition, and true daily calorie burn (TDEE) for automatic logging and coaching.
Integrates with Notion to automatically log food, training, and body metrics, including photo-based food logging with macro estimation and automatic daily closing of calorie and workout data.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@Garmin Nutrition CoachCoach me on today's workout"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
๐ Garmin Nutrition Coach
Turn Claude into your personal, data-driven health coach โ self-hosted, private, ~$0/month.
Your own MCP server connects Claude to your Garmin wearable data (34 tools) and your Notion workspace. A nightly job writes your real measured calorie burn into your food log โ so your deficit numbers come from your body, not from formulas โ and a built-in calibration loop checks them against your actual scale weight every two weeks.
Chat with Claude like a coach who has actually seen your data: "How did I sleep?" ยท "Coach me today" ยท "Why did my run feel bad?" ยท ๐ธ [photo of lunch]
โจ Features
Feature | What it does | |
๐ธ | Photo food logging | Send a meal photo โ macros estimated with a documented protocol (reference-object scaling, hidden oil/sauce accounting) โ auto-saved to Notion |
๐ | Automatic day close | Every night your server pulls the finished day's true TDEE from Garmin and writes TDEE + deficit + workouts into your log โ self-heals 3 days back, colored sync tags show status at a glance |
๐ฅ | Progress you can see | Cumulative deficit (โ kg of fat) updated nightly right on your Notion food log |
๐ | Coaching on real data | One-call readiness verdicts, post-workout analysis (splits, HR zones, sleep context), weekly reviews, injury pattern tracking |
๐ | Second-by-second analysis | FIT-file parsing: HR/pace/cadence streams + aerobic decoupling โ the endurance metric real coaches use |
โ๏ธ | Calibration loop | Every 2 weeks: logged deficit vs. actual weight change reveals your personal estimation bias, which corrects all future estimates |
๐ | Live-updating brain | Coaching rules live in |
Related MCP server: Garmin Health MCP Server
๐ Install (no coding needed)
Open Claude and paste:
Read https://github.com/bank3005-jpg/Garmin-nutrition-coach/blob/stable/SETUP.md and set this up for meClaude interviews you (goals, body stats), creates your Notion databases, and walks you through the cloud steps. 45โ60 minutes, one time.
Prerequisites: a Garmin watch ยท Notion account (free) ยท Google account with billing enabled (stays within free tier) ยท Claude plan with custom connectors ยท Windows or macOS computer for one step.
๐๏ธ Architecture
Claude (any device, incl. phone)
โโโ your Cloud Run server โ this repo, deployed to YOUR Google account
โโโ Garmin Connect โ your token, created on your own computer
โโโ your Notion โ food / training / body logs
โโโ playbook.md โ coaching rules, served live from GitHub
Cloud Scheduler โ nightly close-day job + keep-warm pingsPrivacy by design: everything runs in your accounts. No third party โ including this repo's author โ ever sees your data. The server is protected by a long random secret; Garmin credentials never pass through chat.
๐งฐ What's inside (34 MCP tools)
Wellness sleep (+HRV, RHR, body battery) ยท stress ยท SpO2 ยท respiration ยท heart rate ยท daily summary Training activities & date-range search ยท splits ยท HR zones ยท FIT streams ยท aerobic decoupling ยท training readiness/status ยท VO2max ยท race predictions ยท endurance & hill scores ยท lactate threshold ยท personal records ยท fitness age Body weight history ยท body composition ยท write body-comp entries (log InBody/DEXA scans into Garmin) System one-call coach snapshot ยท direct Notion food-log read/write ยท live playbook loader
๐ Updating
Coaching rules โ update automatically (served live from this repo)
Server code โ
git pull+ one deploy command, or enable a Cloud Build trigger onstablefor fully automatic deploysWant to customize the code? Fork the repo and point your deployment at your fork
โ FAQ
Is it really free? Yes โ Cloud Run free tier covers personal use many times over. The setup guide includes guardrails so you stay in it.
Does my data go anywhere? No. Your server, your Garmin token, your Notion. Self-hosted means self-owned.
What if Garmin changes their API? The community library this builds on (python-garminconnect) gets patched quickly; update with one git pull + deploy.
Garmin China accounts? Not supported (separate system).
No watch some days? The nightly job falls back to your formula baseline and tags the day estimated.
๐ Credits
Built on python-garminconnect by cyberjunky ยท fitdecode ยท MCP by Anthropic.
โ ๏ธ Disclaimer
This is a personal tracking and coaching tool, not medical advice or a medical device. Calorie and macro estimates are approximations. Consult a healthcare professional for medical decisions, and stop training and seek care for any concerning symptoms.
๐ License
MIT โ use it, fork it, share it.
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