Mary Frances Moore (March 6, 1922 – July 12, 1962) was a pitcher who played in the All-American Girls Professional Baseball League. She was born in Lemon Grove, California. Moore spent one season in the league with the 1948 Rockford Peaches champion team. She posted a 2-3 pitching record in eight games and batted an average of .222 (4-for-18). She died in 1962 in her home of Lemon Grove, California, at the age of 40.