James Fitchie Cook (November 10, 1879 – June 17, 1949) was a Major League Baseball player. Cook played in the 1903 season with the Chicago Cubs. In 8 games, Cook had four hits in 26 at-bats. He played the outfield and batted and threw right-handed.

Cook was born in Dundee, Illinois and died in St. Louis, Missouri.