Ágnes Bíró (born December 28, 1917) is a Hungarian freestyle swimmer who competed in the 1936 Summer Olympics.
She was born in Budapest.
In 1936 she was a member of the Hungarian relay team which finished fourth in the 4 x 100 metre freestyle relay event. In the 400 metre freestyle competition she was eliminated in the first round.