Continuityguard MCP server

<!-- mcp-name: io.github.RudrenduPaul/continuityguard -->

ContinuityGuard

Install • Quickstart • CLI reference • FAQ • Contributing

A local, zero-network CLI that scores your already-generated AI short-drama clips for character-consistency drift and physically implausible motion, before you spend render credits finding out the hard way.

npm install -g continuityguard-cli

AI short-drama generation is having a real moment, and every title is a stack of individually generated shots. Generation models still drift: a character's face shifts slightly between cuts, or a motion jumps in a way that reads as physically wrong the moment a human watches it. Catching that after render is expensive. ContinuityGuard scans a folder of already-generated clips or frames from any pipeline and flags the shots worth a second look before you commit to a re-render.

Install

Two independent, equally first-class distributions ship the same scoring logic and the same bundled MobileNetV2 ONNX model. Both are published and installable today: the Python package on PyPI, and the TypeScript/npm package on the npm registry.

Python:

pip install continuityguard-cli

See python/README.md for the Python-specific quickstart, CLI reference, and library API.

TypeScript/npm:

npm install -g continuityguard-cli

That puts the continuityguard command on your PATH -- run it with continuityguard scan . To build from source instead (for local development or to track main), clone the repo and run npm install && npm run build, then run the CLI with node dist/cli.js scan , or npm link it locally to get the continuityguard command from your working copy.

Features

Shortened. The full README is on GitHub.