"author:adiroy911" matching MCP servers:

Enables AI chat clients to extract exam papers and academic documents into a structured, source-traceable representation once, then retrieve, verify and export it as JSON, Markdown, searchable PDF, DOCX, LaTeX or CSV/XLSX without re-running OCR. The connected client's own model transcribes page images in host mode, so no API key is required, while deterministic text-layer extraction, preprocessing, validation and uncertainty labelling happen server-side.