AI agents are becoming smarter but lack the broad capability to take action in practice. At Smithery, we believe the missing link is an AI orchestration layer—a unified interface that gives agents context, action, and a way to learn from real interactions. This talk explores the problem space in the Model Context Protocol (MCP) ecosystem and how we're tackling it at Smithery.