Understand
Understand anything you read.
Select text in Slack, Gmail, Notion, GitHub, PDFs, or a website. Nugumi explains what it really means and breaks dense writing into plain words.
Runs locally on your Mac
Nugumi reads, replies, and polishes your words so they come out natural, error-free, and right in tone for the app you're in.
Understand
Select text in Slack, Gmail, Notion, GitHub, PDFs, or a website. Nugumi explains what it really means and breaks dense writing into plain words.
Write
Write however it comes out. Nugumi rewrites it into something clear, natural, and ready to send.
Reply
Select an incoming message and Nugumi drafts a reply in your style.
Ask Nugumi
Press Control twice and ask about the visible screen: warnings, forms, menus, websites, or buttons. Nugumi explains the context and next action.
Approach
Nugumi is not another chat box. It turns the text you selected or the screen you asked about into the next useful action.
For people who write, read, and reply all day and want it to land right.
No browser extension. No per-app setup. If you can select text, Nugumi can help.
It helps with meaning, tone, replies, and confusing interfaces.
Select text, click the action, get the result. No copy-paste into ChatGPT.
How it works
In any app: chat, mail, PDF, browser, or code editor.
See what it really means, or simplify dense writing.
Make your draft clear, natural, and ready to send.
Ask what a screen means and what to click next.
Model setup
Start with the setup that matches your privacy, quality, and cost needs. You can change it later.
Good default if you already pay for ChatGPT or Claude and want strong cloud models.
Best when privacy or cost matters. Text actions can stay on your computer.
Use direct cloud providers when you want control over model, speed, and billing.
Grammarly mostly fixes grammar. ChatGPT is powerful, but it lives in another tab. Nugumi sits next to the text or screen you are already working with and runs the right action from a click, so it sounds like you.
You choose: ChatGPT or Claude subscription, local Ollama, or your own API key. Use Ollama for private local text actions. Use a cloud subscription or API key for stronger models and vision.
Yes. Ask Nugumi can read the visible screen when you explicitly ask a question like “What does this warning mean?” or “Where do I click?”
Only when you ask a screen question and use a cloud vision model. Text actions can run locally with Ollama.
Every app with selectable text: Slack, Gmail, Safari, Chrome, Notion, Notes, Mail, VS Code, PDFs, Discord, Telegram, and more.
Yes. Nugumi is free during early beta. You choose the model setup and any provider costs.
Early users
“I've completely stopped using ChatGPT for everyday text work.”

“I'd use this for work, especially Slack and KakaoTalk with the Nugumi reply feature. It saves time and nerves.”

“Honestly, I run into this exact problem all the time. I really like something like this.”

“Kudos to you, man! Really nice work.”

Read, reply, and polish anything you send, so it always sounds like you, only sharper.