Snowflake provides a seamless bridge between AI applications and Snowflake databases using the Model Context Protocol (MCP). It allows any MCP-compatible client, such as Claude, to execute SQL queries, automatically manage database connections, and handle query results securely. With support for both password and key pair authentication, this server offers flexible and robust database access for AI models, enhancing their ability to interact with and leverage data stored in Snowflake.