During the 1902-03 season Rovers won the Gloucestershire Cup for the second time after beating Bristol City 4-2 in the second replay.
Another landmark was reached during 1904-05 when Jack Lewis was called up to the Welsh national team, becoming the first Bristol Rovers player to receive an international cap while still at the club.