Frank Collins Nicholson (August 29, 1889 – November 10, 1972) was a Major League Baseball pitcher who played for the Philadelphia Phillies in 1912. He pitched in two games, posting a 6.75 ERA and earning one game finished. He is part of the selected group of Major League Players to play at Wahconah Park.