Teaching assistance · Application example

From the textbook to the lesson you need to prepare.

The publisher’s catalogue and published content available to AI assistants, with references to book, unit, section and page.

What it makes possible

A source-grounded basis for summaries, lessons, exercises and personalised exams.

What is MCP? See how it works with real examples ↗
From starting point to result

How it takes shape.

We start with

Books and teaching guides from an educational publisher, identified by edition and content.

A journey through the processExplore each stage or play the walkthrough.
01 / 04 · Locate

Find the book and confirm the edition

Teachers locate the book and confirm its edition to work with the right content.

Language textbook and edition confirmed
baiq
FICTIONAL EDITORIAL REFERENCE
LANGUAGEA walk around the neighbourhoodPrimary year 3 · Unit 4
Reading comprehensionVocabularyWritten expression
STARTING WITH

Outline → unit 4 → reading and vocabulary

THIS STAGE’S RESULT

Content from relevant pages

Book / unit / section / page

Workflow illustration · fictional examples, except identified evidence
02 / 04 · Explore

Read the outline and relevant source pages

The outline guides retrieval and relevant pages provide content beyond a book description.

Content from relevant pages
03 / 04 · Retrieve

Retrieve content and teaching guidance

MCP retrieves texts and teaching guidance with references; it does not write the lesson itself.

Sources available to the assistant
baiq
THIS STAGE’S RESULT

Ten-question exam + separate answer key

The assistant proposes; teachers review.

Real ChatGPT · anonymised screenshot with fictional editorial references
04 / 04 · Prepare

Prepare materials with the teacher’s assistant

The assistant prepares source-grounded materials. Teachers check and adapt them for the class.

Ten-question exam + separate answer key
Technology prepares and organises. People review and decide.1 / 4
Real ChatGPT screenshot: a teaching assistant retrieves content. Identifying details replaced with fictional references.Enlarge screenshot ↗
Real ChatGPT · Fictional references
Technology works. People move forward.

Less time finding and reorganising materials. More time supporting the class.

Lesson preparationLesson plans and exams with answer keysChecking answers against source content
The MCP provides content and guidance. Material creation and grading depend on the connected assistant and teacher review.
A capability that adapts to you

What about your organisation?

This project demonstrates a capability we can adapt to your organisation. Let’s explore how your knowledge can help users and become new services, licences or editions, with less repetitive work.

More value for people and your organisation

You have the knowledge.
Let’s take it further.

New uses for your content, more time for your team and opportunities to earn revenue.

Let’s explore your project ↗