Gordito
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Your agent has context. Gordito gives it a record.

A language notebook your AI agent can read and write — your agent forgets, this doesn’t.

What it is

Ask your agent to quiz you and it will — once. Tomorrow it has forgotten which words you knew, which you failed, and which mistake you have now made four times. Gordito is the record it is missing: vocabulary, quizzes, answers and corrections that any of your agents can read and write.

Translate — “the apple is on the table”

la manzana

el manzana está en la mesa

noun_gender

Not a card you got wrong. The sentence you wrote, the form that was right, and the name of the rule you broke — kept, counted, and due again when the schedule says so.

How it works

Three things, then it runs inside the agent you already open every day.

  1. Connect

    Add the connector to Claude, ChatGPT, or whatever you self-host. One sign-in, and your notebook is readable and writable from all of them.

  2. Save what you meet

    Tell your agent to remember a word and it writes the pair to your notebook, with a sentence you will actually recognise later.

  3. Sit the daily quiz

    Ask for today’s review. The quiz renders in the chat, you answer on the line, and every answer is graded and filed — honestly, because a generous grade is how you stop seeing a word you never learned.

What the record holds

Vocabulary
The pair, the example sentence, and where the word sits in the schedule.
Quizzes
Every question you were asked, and when.
Answers
What you actually wrote, not whether you tapped the right card.
Corrections
The right form, written out for you above the line.
Errors
The class of mistake, named — so you can point at one and watch it decline.

Vocabulary lists are commodity and identical for everyone. The sentence you wrote and the way it was wrong is not.

The server owns when. Your agent owns what.

Scheduling is arithmetic: FSRS-6, deterministic, decided by the server and never guessed. The drill is judgement, and your agent already knows you spent the week talking about Formula 1, or that your in-laws are visiting on Sunday. A word met in a sentence that matters to you is a word that sticks. Neither half works alone.

Connect your agent

Sign in to choose the language pair you are learning, then add this endpoint as a connector in your client.

https://mcp.gordito.app