The correct tool for running T-SQL queries from command prompt in SQL Server 2005 is sqlcmd, which is not listed among the options. DTUTIL is used for SSIS package utilities, BCP is for bulk data copy operations, and Object Explorer is a GUI component in SQL Server Management Studio.