The club then joined the Western league in the 1919–20 season starting in Division two, where they won the division at their first attempt. However they did not gain promotion and stayed in the league for a further two seasons before leaving, only to return to Division two for another three seasons at the beginning of the 1924–25 season. The club returned to the Western league in the 1931–32 season and stayed there for eight seasons, never leaving Division two. During this time the Club had success in the Somerset Senior FA Cup, winning it in the 1932–22 and 1933–34 seasons.