An AI course builder that creates learning that adapts.
Already using Claude Code, Codex, or Cursor? Point it at your docs, notes, or PDFs. It writes lessons and practice questions with Graspful tools. You review the content and the checks, then publish a course that uses learner answers to guide practice and review.
Build and validate locally. Sign in when you are ready to import or publish.
The workflow
From source material to a live course
Graspful gives AI agents a defined course schema and an exact review process. You stay in control of the source, structure, and final content.
bun add -g @graspful/cli
graspful create course \
--topic "Your subject" \
--source "source-material.pdf" \
--output course.yaml
# Ask your external agent to author lessons and problems.
# Check the source facts and answer keys.
graspful validate course.yaml
graspful review course.yaml
# Fix each failure and repeat these checks before import.- 01
Connect your AI agent
Install the Graspful CLI or MCP server in Claude, Codex, Cursor, Windsurf, or VS Code.
- 02
Build the learning graph
Your agent maps concepts, prerequisites, lessons, worked examples, and assessment problems from your source material.
- 03
Validate course quality
Ten automated checks assess content readiness, question variants, teaching alignment, and structure. Review the source facts and answers too.
- 04
Publish adaptive learning
Each learner receives a diagnostic, a personal learning path, mastery tracking, and timed review.
What learners get
Try a question from the example course
This question comes from the SQL example course in the Graspful repository. Pick a wrong answer to see the feedback a learner gets. The course file is public, so you can read the lesson, worked example, and questions your agent would write.
Want a course from a one-line prompt in a web app? A no-code generator is faster for that. Graspful fits creators who already work in an AI agent and have source material they trust.
Built for outcomes
Generation is only the first step
A course needs a coherent learning sequence, enough practice, and evidence that each learner has mastered the foundations. Graspful checks the course before publishing and adapts it after launch.
- A prerequisite graph instead of a flat module outline
- Progressive knowledge points with worked examples
- Multiple assessment types and quality checks
- Adaptive diagnostics and mastery-based progression
- Spaced review based on learner performance
- A branded course site with learner progress tracking
AI course builder FAQ
Can ChatGPT or Claude create a course by itself?
They can draft outlines, lessons, and questions from your documents. They don't give you a fixed course format, checks that catch thin practice and placeholder answers, or a place where learners practice and come back for review. Graspful supplies those parts. Your agent still does the writing, and you still check the facts.
What is an AI course builder?
An AI course builder turns a topic or source material into a structured course. Graspful adds a knowledge graph, quality validation, adaptive diagnostics, mastery tracking, and spaced review to the generated content.
Which AI agents work with Graspful?
Graspful works through a CLI and Model Context Protocol server. You can use it with Claude Code, Codex, Cursor, Windsurf, VS Code, and other MCP-compatible clients.
Can I build from a PDF or an existing document?
Yes. Give the document to your AI agent as the source of truth, then use Graspful to scaffold, fill, validate, and review the course. The agent reads the source while Graspful enforces the course schema and quality gates.
Does Graspful create video courses?
Graspful focuses on active learning. Courses use instruction, worked examples, practice problems, diagnostics, quizzes, and spaced review. Lessons can also include images, video, links, and callouts.
Do I need an account to try it?
Course scaffolding, authoring, validation, and review run locally without an account. Authentication is required when you import or publish a course.
How much does course creation cost?
Local authoring, validation, and review are free. Paid subscriptions are not available yet. The planned revenue split is 70% for the creator and 30% for Graspful, subject to completed billing setup.
Build a course your learners can master
Install the tools, create locally, and publish when the course passes every quality check.
Start with the quickstart