Zotero MCP is a Model Context Protocol server that bridges Zotero research libraries to AI assistants like Claude and ChatGPT. It enables semantic search over research collections using vector embeddings, supports multiple embedding models (local, OpenAI, Gemini), and provides tools for reviewing papers, extracting summaries, analyzing citations, and querying PDF annotations. The server acts as a tool/executor for AI agents to interact with user research data.