Maxwell Murray was born on June 19, 1885 at West Point, New York as a son of Major general Arthur Murray, first Chief of Coast Artillery Corps and his wife Sarah Wetmore DeRussy, daughter of Union Brigadier general René Edward De Russy.
Murray attended the United States Military Academy during the years 1903 - 1907 and was commissioned a Second Lieutenant of the Cavalry on June 14, 1907.