Deputy Police Chief John Reardon says he doubts the weapon is out in the public.
The department noticed the MP5 weapon missing during an inventory of the arsenal.
Passaic County prosecutors are investigating what happened to the weapon. It's listed as missing or stolen in a national police database.
