caipi. examples how it works blog

works with ChatGPT, Claude, and more

Your agents needa place to put things.

Connect Caipi to your agent using MCP. Ask it to build a knowledge base, create a website, or make a small app, all in your own workspace. Open it on any device, and pick it up again from any connected chat.

  • free, no card
  • private by default
  • export anytime

or explore the demo first →

9:415G
caipi.ai/you/workouts

Workouts

September 2026

Sessions12+4 vs August
Bench best82.5 kgnew PR

Log a set

Squat100 kg×5
Add set
Squat 100 kg ×5today
Bench 82.5 kg ×3today
Deadlift 120 kg ×5Tue
Row 60 kg ×8Tue

in ChatGPT

Build me a workout log I can use at the gym. Sets, weight, and a weekly count.

Done. It's at caipi.ai/you/workouts. Add it to your home screen.

weeks later · in Claude

Am I training more than last month?

Yes: 12 sessions in September vs 8 in August. Your squat is up 10 kg.

A real app at your own address, with its own database. Log sets on your phone; any AI you connect can read them and answer questions. open in the demo

how it works

You ask. Your agent builds. Caipi makes it usable.

  1. 01

    Connect your agent

    Add Caipi to ChatGPT, Claude, or another agent that supports MCP.

  2. 02

    Tell it what you need

    "Organize my research." "Build me a reading tracker." "Make a website for our trip." Your agent creates it in your workspace.

  3. 03

    Use it. Keep building.

    Browse your knowledge base, open your apps, and share what you choose. Come back with any connected agent to update or expand them.

one workspace

Notes, data, and apps. In one workspace.

knowledge base

Notes, written for you.

Think Obsidian for the agent age.

Your agent writes and connects your notes. Websites and apps live alongside them, using the same knowledge and data.

health/
caffeine.md · sleep.md
acme/
brief.md · decisions.md · calls/
house/
heat-pump.md · quotes.pdf

database

A database, no app required.

Track books you’ve read, wines you’ve tried, or research you’ve collected. Your agent adds entries and answers questions from your data. Browse the tables directly in Caipi.

wineregionscore
Grüner VeltlinerWachau9
Nerello MascaleseEtna8
AlbariñoRías Baixas7

apps

Your own websites and apps.

Ask your agent to build a website, tracker, or dashboard. Open it on any device, use it with your data, and ask for changes as you go.

They feed each other: your notes shape what your AI builds, and your data shapes its next answer.

things to ask for

One sentence in. Something you keep.

yours

Your workspace, not the chat's.

  1. 01

    Plain files

    Markdown, HTML, and SQLite. Open them in any editor or database tool.

  2. 02

    Bring your own agent.

    ChatGPT, Claude, Codex, or another MCP-compatible agent. Your choice of AI, working in the same workspace.

  3. 03

    Private by default

    Publish a single page or a folder, publicly or behind a password, when you're ready.

  4. 04

    Export anytime

    Download the whole workspace as a zip, databases included. If you leave, everything comes with you.

questions

Fair questions.

Something missing? Write to caipi@plpp.de.

Which AI apps work with it?

ChatGPT, Claude, Codex, Claude Code, Cursor, and other apps that support MCP connectors. Install Caipi from ChatGPT's public plugin directory. Claude's free plan includes one custom connector. See the docs for how to connect each one.

Do I need to code?

No. You ask in plain language and your AI does the building. You just use the result.

What does it cost?

Nothing while Caipi is early. The free workspace includes 1,000 AI actions a week and 50 MB of storage. No card required.

What is MCP, and do I have to care?

MCP is the open standard AI apps use to connect to outside tools. For you, it means connecting Caipi once in your AI app. After that, you just talk to it.

Who can see my workspace?

You, and the AI apps you connect. Nothing is public until you publish a page or a folder, and you can put it behind a password or make it private again at any time.

Can I use it on my phone?

Yes. Your workspace is a website, so it works in any browser, and apps can be added to your home screen like any other app.

What if I stop using Caipi?

Download everything as a zip from your settings. Notes are Markdown, pages are HTML, and data is SQLite, so your content opens without Caipi.

How is this different from ChatGPT Space?

ChatGPT Space brings pages and files together in ChatGPT. Caipi gives ChatGPT, Claude, and other MCP-compatible AI apps access to the same workspace. Your notes, pages, and data use open formats like Markdown, HTML, and SQLite, and you can download them anytime.

How is this different from artifacts in ChatGPT or Claude?

Caipi gives your connected agents a shared workspace for notes, data, websites, and apps. You can browse and use what they create, return with another connected agent, and download the files anytime.

Give your AI a place to put things.

Pick your workspace address. Connect your AI. Ask for the first thing.

  • free, no card
  • private by default
  • export anytime

or explore the demo first →