MarkPDFDown transforms PDF documents into clean Markdown using multimodal AI models through LiteLLM. It leverages vision-capable LLMs to accurately extract text while preserving formatting including headings, lists, tables, and mathematical formulas. The tool supports both OpenAI and OpenRouter providers, offers CLI and pipe-based usage modes, and includes a desktop application for GUI-based conversions.