Until the collapse of Yugoslavia, Lovćen usually participated in Yugoslav Second League. Montenegro's oldest club played 552 games in that competition. The best performance in a united Yugoslav Second division was achieved in the 1954/55 season, when together with seven wins, two draws and nine defeats, they secured sixth place in the standings. The most successful season, however, was in 1968/69 – Lovćen won fourth place with a score of 12–11–7. After Budućnost and Sutjeska, Lovćen was the most successful Montenegrin club at that time.