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.
Omabib is a free, open-source desktop application for managing academic references and PDFs on Omarchy, offering native search, note-taking, and first-class integration with AI agents like Claude and Codex. Users can import papers via DOI or BibTeX, read PDFs with annotation tools, and enable AI assistants to search and analyze their library through a built-in MCP server.