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Model Context Protocol (MCP) Server: Added universal_parser/mcp/server.py implementing a FastMCP standard server over stdio for direct integration into Claude Desktop, Cursor, and autonomous agent swarms.
parse_document Tool: Exposes document parsing to AI agents supporting markdown, chunks, and json output formats across 15+ file types.
list_supported_formats Tool: Exposes dynamic format registry discovery to AI agents.