Neighboring municipalities are Gladsaxe to the east and northeast, Furesø Municipality to the north, Ballerup to the west, Glostrup to the southwest, Rødovre to the south, and Copenhagen to the southeast.
Herlev municipality was not merged with other municipalities by January 1, 2007 as the result of nationwide Kommunalreformen ("The Municipal Reform" of 2007).