Kuala Lumpur Rovers was founded in 2020, completing its inaugural season in the 2020 Malaysia M3 League. The club finished the 2022 season as runners-up in the league.
In 2023, the club competed in the Malaysia Cup for the first time in their history. They faced Malaysia Super League club Terengganu but ultimately fell to a 7–0 aggregate defeat.
Note: Flags indicate national team as defined under FIFA eligibility rules; some limited exceptions apply. Players may hold more than one non-FIFA nationality.