Maple Springs is a hamlet located within the town of Ellery in Chautauqua County, New York in the United States. It is situated along the east shore of Chautauqua Lake, between the villages of Mayville and Bemus Point. The postal code is 14756. New York State Route 430 runs through the hamlet. Maple Springs is the setting for Midway Park, the fifth-oldest remaining trolley park and fifteenth oldest amusement park in the nation.