First match in First league of SFR Yugoslavia, Lovćen played in October 1988 against RK Jugović away and won with result 23:20.
During their debut season in the First Yugoslav League, RK Lovćen played their home matches in the Morača Sports Center at Podgorica because SRC 'Lovćen' Hall at Cetinje didn't meet the standards of the highest level.
During the first stage of Cup, Lovćen made 3 wins at the Group 'A' in Ivangrad, against Pelister Bitola (24:19), Borac Banja Luka (23:21) and Vlaznimi Đakovica (31:21).
At the Final Tournament, which held in Novi Sad, Lovćen was eliminated in the Cup semifinals by Medveščak Zagreb (23:30).
The only Montenegrin First League member made several good results against top-of-the-table teams, like wins against Crvena zvezda (19:18) and Proleter (17:16), or a draw with Zagreb Hromos (20:20).
After the adaptation of SRC 'Lovćen' Hall, during this season, Lovćen started to play home matches at their town Cetinje, at the large crowd, in front of numerous spectators, with average attendance od 2,000.
From the every group of six teams, placement to the final Super League competition was provided for 3 first-placed clubs.
During the first part of the season, Lovćen was at the bottom of the table, but after few wins in a row during the March and April 1995, club from Cetinje finished championship at seventh place.
That was Lovćen's game with the fewest scored goals in their First League history, together with match against Zagreb Hromos at December 1989 (12:19).
At the 1996–97 season, for the first time in the history, Lovćen won the second place in the First League and made their first promotion to the European competitions.
In their home town, Lovćen won all of the matches, including those against biggest rivals - Crvena zvezda (24:20), Partizan (21:18), Železničar (26:22) or Proleter (17:16).
In the 19th leg, at the finish of the match against Metaloplastika in Šabac, Lovćen players were attacked by home team and supporters, and game is registered with 10:0 result for guest side.
Finishing First League at the third place, club from Cetinje played in the play-offs, together with Partizan, Crvena zvezda and Železničar.
With the head coach Veselin Vujović and a few new players, club from Cetinje made a lot of good results, and among them, victories against Partizan (29:25), Crvena zvezda (22:18) and Železničar (25:21, 19:14).
Club from Cetinje became a champion of FR Yugoslavia, with impressive score in 30 matches – 27 wins, one draw and two losses.
Lovćen made great season with many successful results, like wins in the derbies against Partizan (26:22, 23:22), Crvena zvezda (30:22, 27:25), Sintelon (24:21) or Jugović (24:20).
That was fourth season in which Lovćen made all-wins at the home games in the First League, so the number of consecutive wins at Cetinje were larger than 50.
With national title, for the first time in club’s history, Lovćen gained promotion to the EHF Champions League 2000–01.
Lovćen finished first in the Montenegrin qualifying group and, together with Berane, participated at the final stage - Super League of Serbia and Montenegro.
Following the Montenegrin independence, national handball association of Montenegro established their own First League and Cup Competition.
At the playoffs - TOP4 League, where all the teams start with 0 points, Lovćen confirmed their power, winning all of the six final matches.
At the other side, during the first part of the First League, Lovćen made one historical record – scoring the biggest number of goals in one match (47).
After very pure performance, as a fourth-placed team, Lovćen gained promotion to the TOP4 League for champion, but with no chances for defending a last-year title.
During the TOP4 League, Lovćen made a few god results, and with row of 5 wins and only one defeat, club finished 2007–08 season.
Rising of Budućnost Podgorica and a new unsuccessful attempt of Lovćen to get champions’ title, marked the 2008–09 season.
Their match in Podgorica, which decided about national champion, played in 26th Leg on May 17, 2009, was the most attended game in the history of Montenegrin First League (4,000 spectators).
Match ended with incidents in Sports center 'Morača', with the clash of supporters, but the players Goran Đukanović (Budućnost) and Igor Marković (Lovćen) too.
Another one guest game of Lovćen was interrupted by incidents - away match in Berane, played in March, was dissolved too, after big fights on the ground.
After they eliminated Rudar in quarterfinals (24:19), and Mojkovac (26:22) in semifinals, Lovćen won the final match against Budućnost – 26:25 (13:12).