Fig. a phrase announcing one's need to depart. (See also (I) have to shove off for other possible variations.) Mary: Got to take off. Bye. Bob: Leaving so soon? Mary: Yes. Time to go. Bob: Bye."Look at the time. I've got to take off!" shrieked Alice.