In 1919, the first Fort Rouge Curling Club rink was built at the corner of Kylemore Avenue and Osborne Street.
This building would later be demolished, and a new facility was built in 1959, a few blocks away on Daly Street where it stands today.
The Rouge was also the home club of the 1984 World Women's Curling Championship winning team of Connie Laliberte, Chris More, Corinne Peters and Janet Arnott.
Laliberte also won a bronze medal at the 1992 Canada Safeway World Women's Curling Championship with teammates Laurie Allen, Cathy Gauthier and Arnott and a silver medal at the 1995 Ford World Women's Curling Championship with Cathy Overton, Gauthier and Arnott.
Members of the winning team were Tracy Andries, Crystal Kennedy, Dianne Christensen and April Klassen.