SQL Server 2005 has four system databases that are essential for server operation. Master is the core database with system metadata, Model serves as a template for new databases, msdb stores SQL Agent jobs and SSIS packages, and tempdb is for temporary objects. The option 'Temporary database' is misleading - the actual name is 'tempdb'.