This system provides a powerful document knowledge base by leveraging PDF processing, vector storage, and the MCP protocol. It allows users to upload, process, and query PDF documents through a modern web interface or integrate with AI tools like Cursor via the MCP protocol, enabling efficient semantic search across processed documents.