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Huoshui PDF is a versatile software tool designed for seamless conversion between PDF and Markdown documents. It functions as an MCP (Model Context Protocol) server, enabling robust bidirectional transformations while preserving layout and content. The tool boasts full support for Unicode and CJK characters, making it ideal for international documents. Implemented purely in Python, it requires no external system dependencies and intelligently selects conversion engines for optimal results, ensuring reliable performance across Windows, macOS, and Linux.