I do not know of any solitary ants, but there are species that form very small colonies.
One such species is Jerdon's Jumping Ant ( _Harpegnathos saltator_ ). They usually live in colonies smaller than 100 individuals and workers may reproduce, so the colony can survive after the queen's death.