For many years, Lovcen competed in the middle zone and in the final tournament for the champions of Montenegro.

In the 1950s, the reconstruction of the building "Military flat" was finished, and a large gymnasium hall for basketball and handball was made.

The Montenegrin league was formed in 1970, and since then Lovcen has been a participant, where it was among the leading teams.After the earthquake, in 80s, new sports hall was built.

From season 1992/93, Lovcen played in the first division of the FRY and achieved the greatest success in the second half of the nineties.

After the victory over Macedonia Feni Industries, Lovćen was defeated in the finals of the host - Levski.