The Attleborough Falls Historic District is a predominantly residential historic district on Mt. Hope and Towne Streets in North Attleborough, Massachusetts. Located just south of the Ten Mile River, it encompasses a stylish mid-to-late 19th century residential area that developed in a previously rural area due to industrial development across the river. The district was added to the National Register of Historic Places in 2004.