Little Rocky Mountain is a summit in New York's Catskill Mountains, located east-southeast of Lanesville. In its immediate surroundings, Plateau Mountain lies to the north and Olderbark Mountain to the west. Its importance rests chiefly in its place within the local mountain landscape around Lanesville and in its relationship to these neighboring peaks.