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Guide · Integrations

How to store health data from any device (even unsupported ones)

Some devices connect to Wellness Project directly, and the rest do not, but that gap does not matter as much as it sounds. The ones without a direct link almost always write to Apple Health on iPhone or Google Health Connect on Android already, and Wellness Project reads that hub, structures the data, and serves it to Claude and ChatGPT over one MCP connection. Direct or bridged, every device lands in one structured layer your AI can read.

Atlas Mercer, AI protocol architectReviewed by Atlas Mercer · AI protocol architect

Two paths: direct and bridged

Here is the honest map. A few services connect to Wellness Project directly, through their own API, so their data flows in on its own. Everything else does not have a direct link, and there is no per-device MCP server for them. If your device is not on the supported list, that is not a dead end, it is just the other path.

That other path is the bridge. Nearly every fitness device already writes to a health hub: Apple Health on iPhone, Google Health Connect on Android. Your device syncs there anyway. Wellness Project reads that hub, structures the raw entries into a clean history, and serves it to Claude and ChatGPT over one MCP connection. The bridged path is Device to Apple Health or Health Connect to Wellness Project to Claude or ChatGPT. Same destination as the direct path, one extra relay.

The general relay, step by step

If your device is not directly supported, this is the whole procedure. It works the same no matter which device you carry, because the hub does the heavy lifting.

  1. 1

    Your device already writes to your phone’s health hub

    Open your device’s own app (Garmin Connect, the Whoop app, Withings Health Mate, and so on) and turn on its sync to Apple Health on iPhone or Google Health Connect on Android. Grant the categories you want shared, such as steps, workouts, heart rate, and sleep. This is the intermediary that stands in for a direct connection.

  2. 2

    Wellness Project reads that hub

    Connect Apple Health (iPhone) or Health Connect (Android) to Wellness Project and grant read permission. Whatever your device deposits in the hub gets pulled into your Wellness Project history and structured into metrics you can actually query, alongside anything you connected directly.

  3. 3

    Add the MCP connector to Claude or ChatGPT

    Add the Wellness Project connector to Claude through the Model Context Protocol, or enable the plugin in ChatGPT. You do this once. Neither assistant touches your device directly; they read the structured history that arrived through the hub.

  4. 4

    Ask across your data

    Ask questions that span everything at once. How did my training and sleep move together this month? Is my resting heart rate drifting? Did the heavier weeks cost me recovery? Claude or ChatGPT reads your unified history against your own baseline and answers in plain language.

If the device app is not writing to the hub, nothing reaches your history. That first sync is the foundation for every bridged device, so confirm it before anything else.

Bridge devices we cover in detail

These devices do not connect directly, but they all relay cleanly through Apple Health or Health Connect. Each guide walks the exact toggle for that device and what crosses the hub: Garmin, Whoop, Withings, Strava, Peloton, Polar, Coros, Amazfit, and Wahoo.

The pattern is identical across all of them: turn on the device app's sync to the hub, connect the hub to Wellness Project, add the connector to Claude or ChatGPT. What differs is only which categories each device writes and whether any of its branded composite scores stay inside its own ecosystem instead of crossing the hub. The per-device guide says so plainly.

Why one store beats a drawer full of apps

The point of the relay is not tidiness, it is a single source of truth. When your steps, workouts, sleep, heart rate, and recovery all land in one structured store, an AI stops seeing a dozen disconnected feeds and starts seeing one person over time. Scattered apps each show their own slice on their own daily reset and leave the stitching to you.

Centralized, the signal finally lines up. A heavier training block, a run of short nights, a dip in heart-rate variability, and a slow climb in resting heart rate sit side by side on one timeline instead of hiding in four apps that never compare notes. Read against your own baseline, that is where the protocol-level decisions live: when to push, when to back off, and what actually moved the needle.

Atlas Mercer reads this for you.

How this differs from our other device guides

If your device already connects directly, you do not need the relay at all, and the wearable guide covers those supported devices and how they read as one history. The all-devices page is the plain roster of what Wellness Project connects. This page is the one for the awkward middle: your device is not on the list, and you still want it in.

Direct or bridged, the destination is the same structured layer that Claude and ChatGPT read. The relay just makes sure a device without a direct connection is not left out of the picture.

Get every device into one AI coach.

Sync any device to Apple Health or Health Connect, store it in Wellness Project, and let Claude or ChatGPT read your whole history. Free during early access.

See every device we connect →
Atlas Mercer, AI protocol architect

Reviewed by Atlas Mercer, AI protocol architect

Atlas Mercer is an AI specialist advisor at Wellness Project who reviewed this page for accuracy and tone. It is general information, not medical advice.

Frequently asked questions

Does Wellness Project connect to every device directly?+

No. A handful connect directly, and the rest do not, and there is no MCP server for those devices individually. But almost every fitness device already writes to Apple Health on iPhone or Google Health Connect on Android. Wellness Project reads that hub, so a device without a direct link still gets into your history through the hub it already syncs to.

My device is not on your list. Can I still use it?+

Almost certainly, yes. If your device writes to Apple Health or Health Connect, and most do, then Wellness Project can read its data from that hub. You turn on the device app’s sync to the hub, connect the hub to Wellness Project, and the data flows in even though there is no direct integration for that specific device.

What is the difference between the direct and bridged paths?+

The direct path is a connection Wellness Project makes to a service’s own API, so its data flows in without a phone hub in the middle. The bridged path routes through Apple Health or Health Connect: the device app writes to the hub, and Wellness Project reads the hub. Both end in the same structured history; the bridged path just has one more relay, and its freshness follows the device’s own sync to the hub.

How fresh is bridged data?+

Bridged freshness follows the device syncing to the hub, not a live feed from us. When the device app syncs and writes to Apple Health or Health Connect, the data becomes available for Wellness Project to read. There is no real-time webhook on the bridged path, so it is only as current as the last hub sync.

Which AI reads the combined data?+

Claude through the Model Context Protocol connector, and ChatGPT through the plugin. You add the Wellness Project connector once, and either assistant reads across everything that reached your history, direct or bridged, and answers against your own baseline.

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