The Alation AI Agent SDK empowers AI agents to retrieve contextual information from Alation's Data Catalog, search for relevant metadata using natural language, customize response formats with flexible signatures, and integrate seamlessly with AI frameworks like LangChain and the Model Context Protocol (MCP). It provides the building blocks for creating intelligent applications that can reason about and utilize the rich metadata within Alation, streamlining data discovery and understanding.