Frank Butner Anderson (June 16, 1882 – November 8, 1966) was an American college football, and baseball coach as well as athletic director.

Anderson was inducted into the Oglethorpe Athletic Hall of Fame, a member of its inaugural class of 1962.

Frank Anderson was born on June 16, 1882, on a family farm near Powder Springs in Cobb County, Georgia.

[5] After university, Anderson began teaching mathematics and coaching baseball at various high schools around Atlanta, Georgia.

He won a state championship with the University School for Boys at Stone Mountain, Georgia in his first year.