The club was established in 1992 by founders John Bunyan, Keith Bunyan and Gregor Gillies and originally consisted of players from Falkirk High School and local sports development players.

The club now competes at all National League age groups, and supports an extensive and strong junior program.

The under 23 team rose to join the Scottish Men's National League in 1997.

The most illustrious player to come through the Fury program is former Great Britain international and co-captain Kieron Achara.

Note: Flags indicate national team eligibility at FIBA-sanctioned events.