Ask Cooter ingests a PDF, uses a vision model to pull clean text, tables, and figure descriptions from every page, so it works on scanned documents with no selectable text, and embeds it into pgvector. Ask questions and get answers with citations back to the exact source page, via a CLI, a local streaming chat UI, or an MCP server.