About Leap MCP
Leap MCP is an MCP server published by sid-thephysicskid in the Developer Tools category: transform any topic into an explainer video with AI narration and 3Blue1Brown-style animations.
The repository has 14 stars and 4 forks, with the last commit a year ago. Six months or more without a commit doesn't mean the server is broken, but check the open issues before depending on it in production.
Install
git clone https://github.com/sid-thephysicskid/leap-mcpThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
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Static checks derived from the repository 5 days ago. Heuristics on the source, not an audit.
- ✓README presentThe repository ships documentation.
- ✓License declaredUsable under a stated license.
- !Tests presentNo tests found. Behaviour changes may go unnoticed between versions.
- !Dependencies pinnedNo lockfile. Installs can pull different code over time.
- ✓No dynamic code executionSource scan found no eval, dynamic Function, or shell execution.
- !Scoped permissionsDoesn't declare a permission scope. Assume it can do anything its process can.
README
LEAP MCP
AI Educational Video Generator
Transform any topic into a short explainer video with AI narration and 3Blue1Brown-style animations.

Quick Start
Prerequisites:
- Python 3.8-3.11
- OpenAI API key - Create account and get API key
- Claude Code - Download and install
Note: Currently supports Claude Code only. Support for Cursor, Windsurf, and other MCP clients planned for future releases.
git clone https://github.com/sid-thephysicskid/leap-mcp
cd leap-mcp
python setup.py
The setup will ask for your OpenAI API key. If you skip it, manually add it to .env:
cp .env.example .env
# Edit .env and add: OPENAI_API_KEY=your_actual_key_here
Next steps:
- Start Claude Code:
claude - In Claude Code chat, type
/mcp- you should seeleap-mcpconnected - If not connected, restart Claude Code and try
/mcpagain - Start creating videos:
Create an educational video about black holes
Features
Videos - 2-minute structure: Hook → Phenomenon → Mechanism → Synthesis
AI Narration - 6 natural voices powered by OpenAI
Animations - Manim engine (same as 3Blue1Brown)
Any Topic - From quantum physics to cooking recipes
Examples
Create a video about the French Revolution for high schoolers
Make a video about Vincent van Gogh's painting techniques
Create a video explaining cryptocurrency to my grandmother
Make a video explaining MCP servers
Voices: nova (default) • alloy • echo • fable • shimmer • onyx
Troubleshooting
Python 3.13? Manim's packages don't support Python 3.13+ supported yet - use 3.8-3.11
Connection issues? Restart Claude Code, run /mcp
API errors? Check OpenAI key in .env file
Contributing
Good First Issues:
- Add Cursor/Windsurf/Qwen Agent support
- Create subject or domain specific templates (history, art, business, financial reports etc.)
- Improve error messages and debugging
- Add video quality/resolution options
License
README fetched from the repository 5 days ago. The original is authoritative.