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doc2md acts as a crucial bridge for organizations that have valuable information locked away in binary document formats like PDFs, Word documents, and PowerPoint presentations. By serving as an MCP server, it normalizes these diverse file types into clean Markdown files directly on the filesystem. This makes them immediately ready for ingestion into vector databases, integration with LLM-powered RAG pipelines, or use in knowledge bases, eliminating the need for manual cleanup and ensuring consistent formatting for downstream AI applications.