Mitchell will sing the most famous song from the score, "The Quest (Impossible Dream)." He will be backed up by a live orchestra. The segment will air around 8:50 PM ET.
The "Today Show" airs on NBC from 7 to 10 AM ET. Katie Couric and Matt Lauer co-anchor the three-hour program.
Man of La Mancha plays at the Martin Beck Theatre.