In the next years, the club participated in the Second League, but with the 21st century it was relegated, and in 2004 completely dissolved.

The re-formation of the club, under the name RK Mojkovac, started with the Montenegrin independence.

Mojkovac became a member of Montenegrin First League at 2006, and in next year, club gained first promotion to the European cups.

In their returning First League season (2010/11), RK Mojkovac won their first title as the champion of Montenegro.

RK Mojkovac played in the Montenegrin First League during the seasons 2006/07, 2007/08, 2008/09, 2010/11, 2011/12, 2012/13, 2013/14, 2014/15.