Publishready

A local-first writing QA layer that runs deterministic style and readability checks without calling external APIs. It exposes 16 MCP tools including audit_ai_sounding_prose for formulaic phrase detection, analyze_with_template for matching genre conventions, and revision levers like shorten_long_sentences backed by specific evidence. Built on standalone packages for tokenization, readability formulas, and prose linting. Reach for this when you want reproducible metrics and actionable revision guidance on AI drafts before publishing, whether that's blog posts, documentation, or fiction. Works entirely locally over stdio, so your content stays private while you get concrete numbers on sentence variety, lexical density, dialogue ratio, and readability scores.