The whatis command is used to get brief information about Linux commands or functions, displaying their manual page descriptions in a single line. It searches through the manuals of all commands and can handle wildcards and regular expressions. Its basic usage involves inputting a tool name, resulting in a one-line description. This Unix/Linux utility is useful for quickly accessing short descriptions of commands or topics from the system's manual pages.