Mary Scott Townsend was born in Erie, Pennsylvania on July 7, 1854. She was the eldest of two daughters of William Lawrence Scott, a Pennsylvania railroad and coal magnate, and a two-term Democratic member of Congress (1885-89). In 1879, Mary married Richard Townsend, president of the Erie and Pittsburgh Railroad.