The MCP AI Architect role at Gruve focuses on creating and managing an enterprise-scale MCP server ecosystem that integrates AI technologies into key business applications. The position entails responsibilities such as architecting the server ecosystem, building production-grade MCP servers, and ensuring compliance with industry standards. Candidates must have a strong background in software engineering, particularly in API design and integration, with expertise in TypeScript and Python.