Famous players for Stalybridge Rovers include Herbert Chapman, who later led Huddersfield Town and Arsenal to the First Division title as manager, who played for the club circa 1897; and Arthur Wharton, Britain's first black professional footballer, who played for Stalybridge Rovers from 1896 to 1897, and again from 1899 to 1900. It is not clear if the two ever played together.