Log food from Claude or ChatGPT: connect Ampsu in a minute

Markus Tammeoja·Published ·3 min read

Tell Claude or ChatGPT what you ate and it lands in your Ampsu diary. How to connect each one, what it can and can't do, how accurate it is and what the AI gets to see.

Log food from Claude or ChatGPT: connect Ampsu in a minute

Typing “two eggs, toast and a flat white” into a chat is quicker than tapping through a food diary, and a lot of people already have Claude or ChatGPT open all day. So it makes sense to log food from there. The catch is that a chatbot on its own will guess the numbers and forget them by tomorrow.

Short answer: connect Ampsu to Claude or ChatGPT with the address https://ampsu.eu/api/mcp, sign in to Ampsu once, and from then on you can tell it what you ate and ask how your week went. The entries land in your Ampsu diary, so they are there on your phone too. It takes about a minute.

How do I connect Claude?

  1. In Claude, open Settings, then Connectors, and choose Add custom connector.
  2. Give it a name, such as Ampsu, and paste https://ampsu.eu/api/mcp as the address.
  3. Claude opens an Ampsu page. Sign in if you need to, check that it says Claude, and tap Connect.

That is all. Start a new chat and say what you had for breakfast.

How do I connect ChatGPT?

ChatGPT keeps apps like this behind developer mode, which you switch on under Settings, Apps, Advanced settings. It is not on every plan, so if you cannot find it, that is probably why.

  1. Turn on developer mode, then create a new app.
  2. Paste https://ampsu.eu/api/mcp as the address and choose OAuth for authentication.
  3. Sign in to Ampsu when it asks and tap Connect.

What about Claude Code, Cursor and other apps?

Anything that speaks MCP and can sign in works the same way. In Claude Code, run claude mcp add --transport http ampsu https://ampsu.eu/api/mcp, then type /mcp and sign in. In Cursor, add the address to your mcp.json. For the few apps that cannot sign in at all, you can create a personal token in Ampsu under Settings, AI connection, and pass it as a header.

What can it do once it is connected?

  • Log food, weight, exercise and water, and fix or delete an entry you got wrong.
  • Look a food up in Ampsu's catalogue, so a branded yoghurt gets the numbers from its label instead of a guess.
  • Read your diary, goals, weight trend, check-ins and the coach's notes, and answer questions about them, like how your protein has been lately.
  • Review your week, or suggest what to eat for the rest of today given what is left.

Is it accurate?

That depends on how the entry gets made. If you name a product, ask it to look it up in Ampsu and it logs the catalogue's numbers, the same ones you get from scanning the barcode. If you describe a home-cooked plate, it has to estimate, and an estimate from a chatbot is about as good as one from a friend who has seen the plate. It is fine for a rough day and less fine for a strict one.

Answers about your past are on firmer ground, because the AI reads your actual diary instead of making one up. If you never logged a snack, it will not find one.

What can't it do?

It cannot change your calorie target or your settings, scan a barcode or read a photo, or see anyone else's account. Those stay in the app.

What does the AI app get to see?

Only your own account, and only what it asks for while you use it. When it reads your diary, that answer is sent to Claude or ChatGPT like anything else you type there, so it falls under their terms, not ours. Ampsu does not send them anything on its own.

You can see every connected app in Ampsu under Settings, AI connection, and disconnect one with a tap. It loses access straight away.

Where to start

Once it is connected, try “log a flat white and a croissant for breakfast”, then “how does today look?”. If the first answer has a guessed croissant, ask it to look the croissant up in Ampsu and see how far off the guess was.