Gordon-Cumming and his wife had three sons and two daughters between 1892 and 1904.
In 1916 Gordon-Cumming ensured that the Labour Party politician Ramsay MacDonald had his membership rescinded from the Moray Golf Club because of the latter's opposition to the First World War.