Beyond Prompting: Building Action-Driven AI Agents with MCP

This workshop highlights a critical shift in AI development from simple conversational interfaces to autonomous, action-taking systems. By leveraging the Model Context Protocol (MCP) and structured tools, developers can seamlessly integrate AI into complex ML workflows. This evolution significantly reduces manual engineering effort and accelerates the journey from initial experimentation to production-ready AI pipelines.