Stone Bank is an unincorporated community located in the towns of Merton and Oconomowoc, in Waukesha County, Wisconsin, United States. Stone Bank was first settled in 1842 and had grist and saw mills. In 1858, the post office opened; a blacksmith shop and grocery store also opened. Churches and a cemetery were also established.