A teaching plan before pixels
The AI receives a five-beat story—hook, intuition, model, walkthrough, and recap—matched to the audience, duration, format, and learning goal.
MCP for visual explanation
Give your AI a studio—and a teaching instinct.
Ultromotion MCP turns a prompt into a planned, editable visual tutorial. Your assistant gets the production rules, scientific scene tools, working templates, live preview, and quality checks it needs to make more than a generic animation.
Tutorial brief
Why does gradient descent converge?
01Hook with the path
02Build the slope intuition
03Introduce the update rule
04Walk one optimization step
05Return to convergence
Production review94 / 100
Context that changes the result
More than a bag of animation tools.
Tool access alone tells an AI what it can call. Ultromotion also teaches it how to structure an explanation, compose a frame, pace a reveal, and check the result.
Templates it can actually inspect
It can discover compatible math, physics, data, and algorithm templates, open one as a working project, and adapt it instead of guessing fields.
A review before “finished”
A production-readiness check catches crowded scenes, unsafe placement, tiny text, invalid captions, weak pacing, and missing staged motion.
Basic and Pro
The same teaching workflow. The right production depth.
Basic is genuinely useful for 2D explainers. Pro adds the tools for scientific 3D work and lets the assistant revise an existing project in place.
BasicFree
Complete 2D tutorials
- Tutorial planner and playbook
- Equations, plots, diagrams, data, and algorithms
- Templates, interactive preview, and quality review
- Multi-scene pacing and timed captions
https://www.ultromotion.com/api/mcpPro
Scientific direction
- Everything in Basic
- 3D surfaces and general dynamical systems
- Vector fields, physics bodies, particles, and environments
- Camera direction and in-place AI editing
https://www.ultromotion.com/api/mcp/proHow it works
From question to editable story.
- 01
Brief
Define one learning objective, audience, length, aspect ratio, and visual tone.
- 02
Direct
Build the explanation in narration order using exact schema recipes and stable element IDs.
- 03
Preview
Watch the real interactive scene instead of trusting a text-only description.
- 04
Polish
Run the tutorial review, fix the highest-impact issues, then open the project in the studio.