The American Civil Liberties Union aided the groups and says a state judge in Burlington County dismissed the case on Thursday.
A message seeking comment from the owner of the store in the city of Burlington was not immediately returned. The name of its lawyer was not immediately known.
The animal rights groups oppose selling and keeping birds as pets.