Create Courses with AI. Launch in Minutes.
Tell an AI agent what to teach. Graspful builds the knowledge graph, practice problems, landing page, and billing. You get a live adaptive course — instantly.
Why Graspful
The course creation platform that AI agents already know how to use.
Two YAMLs, One Product
Define your course content and landing page as YAML. Import both. Get a live product with adaptive learning, spaced repetition, and Stripe billing.
Agent-First
CLI and MCP server for Claude, Codex, Cursor, and any AI agent. Agents create courses as well as humans — faster.
Knowledge Graph Engine
Not just flashcards. Real prerequisite graphs, diagnostic assessments, mastery tracking, and spaced repetition based on Math Academy's research.
White-Label Everything
Your domain, your brand, your pricing. Graspful is invisible to your learners.
70/30 Revenue Share
Free to create. We collect learner payments and send you 70%. No upfront cost, no monthly fee.
Quality Gate Built In
10 mechanical checks validate every course: deduplication, difficulty staircase, graph structure. Bad courses don't ship.
How It Works
Tell an Agent What to Teach
Give Claude or Codex a topic and source material. It scaffolds the knowledge graph, writes practice problems, and creates your landing page.
Review & Publish
The quality gate checks structure, deduplication, and difficulty. Fix any issues, then publish with one command.
Learners Pay, You Earn
Your landing page goes live with Stripe billing. Learners subscribe. You keep 70%.
Science-backed adaptive learning
Every course on Graspful uses research-backed algorithms to personalize the learning path, schedule reviews, and ensure mastery.
Knowledge Graph
Concepts connected by prerequisites. Students build on solid foundations.
Adaptive Diagnostics
Skip what you know. Start where it matters.
Mastery Enforcement
No gaps. Students prove understanding before advancing.
Spaced Repetition
Optimally-timed reviews so nothing is forgotten.
Targeted Remediation
When stuck, the system finds exactly which prerequisite is weak.
Implicit Review
Advanced topics automatically reinforce foundations.
Free to Create. Earn When Learners Pay.
No monthly fees. No upfront cost. Like the App Store — we take a cut when you make money.
Frequently Asked Questions
Build your first course in 5 minutes
npx @graspful/cli init
Free to start. No credit card required.
Start Building Free