After his playing days, he worked as a scout, and became the first African American coach in Major League Baseball.
In his later years he became a popular and renowned speaker and interview subject, helping to renew widespread interest in the Negro leagues, and played a major role in establishing the Negro Leagues Baseball Museum in Kansas City, Missouri.
O'Neil's life was documented in Joe Posnanski's award-winning 2007 book The Soul of Baseball.