MCP server · Health and learning

Learn Shell MCP server

Give your AI a classroom that remembers your lessons, flashcards, and progress between chats.

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Learn Shell is a teaching system you run on your own computer. It gives your AI a place to keep courses, lessons, flashcards, and graded exercises, so your teacher does not forget you every time you open a new chat. It is handy if you use one AI as a long-term tutor or study companion.

What is an MCP server? The 30-second version

On its own, your AI can only chat. It cannot save a lesson, track what you studied last week, or grade your answer and remember the score. An MCP server is a small helper program that gives your AI a new skill or a connection to another app. Here, that helper is Learn Shell, running on your machine, so your AI can look up your learning history, write new lessons, and check your flashcards when you ask.

What this MCP server does

You talk to your AI like normal. When you ask about your studies, the AI calls Learn Shell through this helper. Learn Shell looks up your courses, lessons, flashcard schedule, and past answers in its own database. It sends that information back to your AI, which then explains it to you or uses it to teach the next lesson. When the AI creates or grades something, Learn Shell saves it so it is still there tomorrow.

Flow diagram: you ask your AI “What am I studying and where did we leave off?”, on your own computer the Learn Shell MCP server works with learn Shell, and you get back your study summary and next steps.

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What you can do with it

Start a new course with a learning goal
Write and save lessons with exercises
Grade your exercise answers and keep the feedback
Schedule flashcards for review using spaced repetition
Show your learning history on a timeline
Run a live back-and-forth teaching session
Remember what you struggled with across sessions

Try asking your AI

“What am I studying right now and where did we leave off?”
“Create a new lesson on the time value of money with three practice questions.”
“Grade my answer to exercise 2 and tell me what I got wrong.”
“Which flashcards are due for review today?”

What it gives back to you

You get answers in the chat, like a summary of your current course, a list of due flashcards, or feedback on an exercise. When the AI creates or updates something, Learn Shell saves it and confirms what changed. The next time you talk to your AI, it can pick up exactly where you stopped.

Before you start

What you need

A computer where you can run Docker and Node.js
The Learn Shell code from its GitHub page
An AI app that supports MCP, like the Claude desktop app

Good to know

It stores your learning history on your computer and has no login, so keep it on your own machine and do not open it to the internet.

Install it with your AI

Add Learn Shell MCP server to your AI, no technical skills needed

You don't install anything by hand. You copy one prompt, paste it into an AI that can work on your computer, and it checks, installs and connects the server for you, asking you when it needs something.

Sign in to get the install prompt

Members get a ready-made prompt that lets the Claude desktop app check Learn Shell MCP server, install it and connect it for them, step by step. You don't need any technical skills: you copy, paste and answer a few questions. Your connected AI can also find and install any of the 4,066 MCP servers here for you.