Popmelt provides an MCP server, leveraging the Model Context Protocol to expose Talent AI profiles and styling capabilities to LLMs and other applications. It connects directly to a PostgreSQL database to access and serve detailed Talent profiles, including structured metadata and weighted styling attributes, enabling dynamic UI component styling based on talent-driven design choices. The server supports stdio and HTTP/SSE transport options for integration into various environments.