''fun police''
Noun

Person or group of people who make others stop having fun for whatever reason, usually out of jealousy or spite, but sometimes because said fun is against the law.

"We were having fun hurling dog shit over the house into the yard across the street with my home-made trebuchet when the effing FUN POLICE made us stop".