During the decades, especially from 80's until today, Lovćen became most successful Montenegrin men's handball club, but the most trophied team from Old Royal Capital Cetinje.

There is huge number of great Montenegrin, Yugoslav and European players which produced handball school of Lovćen.

After three successful years in the SFR Yugoslavia, and the matches against great names of European handball like Zagreb Hromos, Metaloplastika Šabac or RK Borac Banja Luka, Lovćen was relegated at the end of season 1990/94.

On that season, fans at Cetinje watched Lovćen games against great European clubs like THW Kiel or Portland San Antonio.

On 8 November 2000, Lovćen recorded their biggest win in the Yugoslav League - against Vojvodina Novi Sad at Cetinje - 43:17.

During that season, Lovćen won their first trophy on the Yugoslav Cup - in the final match, in Vršac, club from Cetinje defeated Sintelon Bačka Palanka - 19:18.

Same success club made in the season 2012/13, with the best performance in Montenegrin men's handball - 21 match / 21 win (League and Cup).