Whytecliff Park is located near West Vancouver's Horseshoe Bay Neighbourhood, the original name of which was White Cliff City, which opened in 1909. In 1914, Colonel Albert Whyte pressed for the spelling change from White Cliff City to Whytecliff. The Whytecliff area is now distinct from Horseshoe Bay. The park, originally Rockcliffe Park, was developed by W.W. Boultbee in 1926, and a private access road was cut from the Marine Drive highway at Batchelor Bay.