A Zotero plugin that enables semantic search across PDFs using vector embeddings, finding passages by meaning rather than keywords across 109 languages. Results link directly to library items, support saved searches and review workflows, include OCR for scanned PDFs, and integrate with AI assistants via a local MCP server while keeping all data private on the user's computer.