Databricks is a data analytics platform that provides data lakehouse solutions for businesses, combining data warehouses and data lakes to offer unified analytics for data engineering, machine learning, and business intelligence. The Databricks MCP Server enables interaction with Databricks resources such as SQL execution, job management, and more through natural language.