Margaret Anne Stone (born July 23, 1919) is a Canadian freestyle swimmer who competed in the 1936 Summer Olympics.
In 1936 she was a member of the Canadian relay team which finished fourth in the 4 x 100 metre freestyle relay event. In the 100 metre freestyle competition she was eliminated in the semi-finals.