Oscar Martin "Slim" Harrell (1890–1971) was an American Major League Baseball pitcher. He played for the Philadelphia Athletics during the 1912 season. He attended Baylor University.
His Baylor yearbook lauded him as one of the premier college pitchers in the State. Despite this, he only appeared in one Major League game.