Vancouver

Founding

TSS (Total Soccer Systems) Academy was founded in 1997, based in Richmond, British Columbia.

PDL and WPSL era

In late 2016, TSS purchased the rights to the Premier Development League franchise of the Washington Crossfire, and in the spring of 2017 fielded their first squad. The club has a supporters group called the "Swanguardians," alluding to the Rovers' new home, Swangard Stadium, which was previously the home stadium of the Vancouver Whitecaps before the Caps joined the MLS. The team has a stated policy of fostering Canadian talent, or players eligible for the Canadian men's national teams, stating every player must be "either a Canadian citizen, permanent resident or refugee or immigrant with an intent to one day wear the Maple Leaf."

In 2018 the women's team was founded to play in the WPSL. Notable signings included Canada WNT players Jordyn Huitema and Julia Grosso. In 2018, the men's team signed its first non-Canadian, Dutchman Nick Soolsma, a former Toronto FC midfielder, as player-coach.

The club competed with the Victoria Highlanders for the Juan de Fuca Plate, awarded annually to the best PDL/USL League Two club in British Columbia. The Rovers won it in 2018 and 2019.

In 2020, the club updated their logo to include a sword fern, a plant indigenous to coastal BC.

League1 BC era

On November 1, 2021, it was announced that the club would be playing in the inaugural season of League1 British Columbia. In addition, TSS decided to emulate those German clubs that were partly owned by their fans, giving the fans voting rights and a say in the direction of the team. Fans will own 49% of the team through this initiative. After finishing second in the league standings in their first season, the men's team went on to defeat Varsity FC on penalty kicks in the Championship Final, thereby qualifying for the national 2023 Canadian Championship. TSS Rovers made their first appearance in the Canadian Championship on April 19, 2023, at Swangard Stadium, where they defeated Valour FC 3–1, becoming the first semi-pro team to knockout a professional team in Canadian Championship history. They were then defeated by another CPL club, Pacific FC, in the quarter-finals.