Local estimates of AI editing magnitude, with a durable store for comparing and recovering drafts. Windows, macOS and Linux; Python 3.10 or newer. The default checkpoint is a four-bucket RoBERTa classifier. Independent MCP clients share one local inference worker per matching environment and configuration. Requests queue behind one model.