Open Food Facts (OFF) for barcodes. Free, open license, community-edited. Their API: https://world.openfoodfacts.org/api/v2/product/.json

Thank you so much! I appreciate it!

Yes! Settings → Backup → Nutrition Import. Built-in adapters for MyFitnessPal, Cronometer, LoseIt, and a generic CSV shape. Export your diary from MFP (it's a CSV in their account settings), upload it, preview, commit. Skip / Merge / Replace per-date semantics, so you can re-import safely without overwriting.

For docker, It is only one service. everything else can be setup in app once you are in if you so choose. Android App can be used with or without server.

It is an android app with Health Connect Support! Android app works with or without the server! :)

Let me know your issues and post server/browser console/app logs, and ill do my best to assist. You can also create an issue if you feel that this is a bug in the repo. Outside of this i do want to mention, im working on a suite of "Trace" apps. One of which is a Recipe app. I love Mealie, but wanted a bit more for myself, and have created something that i think will be special. It also allows for direct api integration to and from NutriTrace. Will hopefully have a beta that will be publicly available in the next month or so if interested.

Thank you and great question. There's already an open issue for this in the repo (#31) and the fix is in dev. Next RC will have it. The Android scanner will use the bundled ML Kit model directly, with no Google Play Services calls at runtime. Same scanning engine.

Thank you! Enjoy the app!

Glad you're enjoying it.

On the kJ, you're right. The setting was being respected for goals and storage but a bunch of display spots still had kcal hardcoded. Just pushed the fix to dev and it'll be in the next public release. Also added auto-detect so if your device locale is en-AU or en-NZ the wizard pre-selects kJ on first run, no toggle needed (but present now in settings).

On AI for coding, yes I utilize it. Claude Code to be specific. It makes me more efficient and helps lift the work I ship.

Will let you know when i push out the update, should be later today.

Currently no, there's no per-food water field in NutriTrace, and food water doesn't count toward your daily water goal. The water tab tracks drinking water only.

What's the actual use case for you, comprehensive nutrition accounting, or trying to reduce the explicit drinking water target based on what you ate? They're different problems and the answer would shape what (if anything) makes sense to add in the future.

Hey, thanks for trying it out!

For things you don't measure by weight (eggs being the classic example), the easiest path is to make a local entry once and then reuse it. A few ways to go about it.

The nutrition label on your egg carton is your friend here. It'll show you the serving size, usually 1 large egg at around 50g, plus the full breakdown (calories, protein, fat, carbs). Tap the + on the Foods page, type those numbers in, set Serving size to 50 and Unit to "grams". From then on, logging eggs is just typing "Quantity: 2" in the diary and the math takes care of itself.

For irregularly-sized stuff like apples or bananas, a kitchen scale is honestly the easiest path. A medium apple can swing anywhere from 130g to 220g, so weighing it once and typing the gram count gets you accurate numbers without needing a separate per-piece entry for every size.

One thing worth knowing about OFF and USDA results: the "100g" you see is just the per-100g nutrition density. That's how those databases store everything, it's a baseline reference, not a forced serving size. So you can either weigh your food and type the grams directly, or edit the entry to change the portion and unit (say to "1 piece" or "1 cup") and the totals rescale.

Once you've dialed in a handful of items you eat regularly, day-to-day logging gets a lot faster. The new Favorites and Most Used sort in rc.19 will float your top items to the top of the Foods page automatically.

Thanks for asking. Reception of this app has actually been positive overall since my first post here, with upvotes well ahead of downvotes.

Last week I posted about my newer app LiftTrace, which I also build with AI assistance. Once folks realized AI was part of how I work, "AI slop" became the read on that post and the downvotes came fast. I assume some of this week's downvotes here are coming from the same crowd reacting to a familiar name, which is fair. Everyone is entitled to their opinon and I respect that.

I've never hidden the AI involvement, and from what I can tell on the NutriTrace GitHub page real users are getting value out of it: stars are steadily climbing and issues and enhancement requests are coming in. I'll keep posting these updates because I think the apps are genuinely useful, I use them every day myself, and I wouldn't share them if I didn't believe they could help someone with their own health or fitness journey.

Happy to answer any other questions folks have.

Yes, Health Connect is supported on the Android app. As long as Samsung Health is set to write to Health Connect (Samsung Health → Settings → Connections → Health Connect), NutriTrace can read steps, sleep, heart rate, weight, and exercise from it.

Honestly though, this path hasn't had many testers yet, so if you give it a shot I'd really appreciate a heads-up on what works and what doesn't. Feedback (positive or bug reports) is welcome on GitHub.

For that kind of stuff I just use Gadgetbridge which is amazing at figuring ways to pair with your Bluetooth tracker/smart watch/band/headset/about anything they can figure. Their devices supported list is... Really long these days.

Not directly. NutriTrace doesn't record steps or GPS itself; it reads them from whatever's already tracking you (Health Connect on Android, or Fitbit/Garmin/Withings via their cloud APIs). So if Google Fit, Samsung Health, or your watch is counting your steps and logging workouts, NutriTrace will pull those numbers in and chart them alongside your nutrition.