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MCP server · Developer Tools

Leap MCP

Transform any topic into an explainer video with AI narration and 3Blue1Brown-style animations

Unclaimed MIT last commit a year ago devtools
59Fair

Scored a month ago · breakdown

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

From source
git clone https://github.com/sid-thephysicskid/leap-mcp

This 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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I know everything about Leap MCP. Ask me about installation, configuration, usage, or troubleshooting.

Security checks

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.

Python License MCP

LEAP MCP Demo

Quick Start

Prerequisites:

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:

  1. Start Claude Code: claude
  2. In Claude Code chat, type /mcp - you should see leap-mcp connected
  3. If not connected, restart Claude Code and try /mcp again
  4. 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

MIT - Built with Manim • FastMCP • OpenAI

README fetched from the repository 5 days ago. The original is authoritative.

Questions

About Leap MCP

How do I install Leap MCP?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Leap MCP safe to use with an AI agent?

Its trust score is 59 out of 100 (fair). It passes 3 of the 6 static security checks run so far; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Leap MCP still maintained?

The last commit was a year ago. That's long enough that you should check whether the maintainer is responding to issues before depending on it.