A fully-local MCP server for question-answering over your PDFs. Ask in plain language; Claude retrieves only the relevant passages with page citations. On-device embeddings (sentence-transformers) + ChromaDB — no API keys, nothing leaves your machine.
Or install with pip: pip install local-pdf-rag-mcp
README Excerpt
A fully-local [MCP](https://modelcontextprotocol.io) server that lets Claude (or any MCP client) answer questions over your PDFs. Point it at a PDF, ask questions in plain language, and the model fetches only the relevant passages — with page-level citations — instead of swallowing the whole document.