 After Budućnost and Sutjeska, Lovćen was the most successful Montenegrin club at that time.In the federal state of Serbia and Montenegro (first named as FR Yugoslavia, and then Federation of Serbia and Montenegro), Lovćen played in the second and third league.The best results, Lovćen made during the 1998/99 season, when they finished the Second league 8th of 18 table places.