AI coding agents don't know your design system. They guess which components to use, pick the wrong ones, and produce inaccurate UIs. • Loracle Understands your components, including props, behavior, use casesand what each component looks like. • Loracle helps any coding agent to find the right component, allowing them to accurately find the component it needs • Loracle any coding agent to product on-brand UIs using your component library. Any framework. Any library size. Free tier included.

Hey Product Hunt! I'm Boris, the maker of Loracle. I built this because I kept watching AI agents hallucinate component names from our 150+ component library. They'd invent when we had , or add props that never existed. The core insight: AI agents need a way to *search* your actual design system, not guess from training data. Loracle scrapes your Storybook, creates multimodal embeddings (including screenshots), and serves results via MCP so any coding agent can find the right component. What makes this different from Storybook's built-in MCP: we use semantic search with AI-enriched embeddings, not a static manifest dump. This matters a lot when you have 100+ components. Would love your feedback — what would make this useful for your team?

Loracle

Stop AI from hallucinating your design system components

Stop AI from hallucinating your design system components