Moses J. "Chief" Yellow Horse (January 28, 1898 – April 10, 1964) was an American professional baseball pitcher. He played two seasons in Major League Baseball for the Pittsburgh Pirates, 1921 and 1922. An Oklahoma native, Yellow Horse, a Native American from the Pawnee tribe, was the first full-blooded American Indian to have played in the major leagues.