Poul Agger is a Danish sprint canoeist who competed in the late 1940s and early 1950s. He won three medals at the ICF Canoe Sprint World Championships with a silver (K-1 4 x 500 m: 1950) and two bronze (K-1 500 m and K-1 4 x 500 m: both 1948).