- "MGM Fanfare" (Franz Waxman) - 0:16
- "That's Entertainment!" (Howard Dietz, Arthur Schwartz) - 2:04
- "It's a Most Unusual Day" (Harold Adamson, Jimmy McHugh) - 3:52
- "Time After Time" (Sammy Cahn, Jule Styne) - 4:37
- "Spring, Spring, Spring" (Gene de Paul, Johnny Mercer) - 3:34
- "Friendly Star"/"This Heart of Mine" (Mack Gordon, Harry Warren)/(Warren, Freed) - 6:00
- "Our Love Affair" (Roger Edens, Arthur Freed) - 4:06
- "Please Don't Say No, Say Maybe" (Sammy Fain, Freed) - 3:26
- "Wonder Why" (Nicholas Brodszky, Cahn) - 3:44
- "All I Do Is Dream of You"/"You Are My Lucky Star" (Nacio Herb Brown, Freed)/(Freed, Brown) - 5:26
- "If I Only Had a Brain" (Harold Arlen, Yip Harburg) - 6:33
- "You and I" (Leslie Bricusse) - 3:31
- "Singin' in the Rain" (Brown, Freed) - 3:08
- "That's Entertainment! (Reprise)" - 1:46
- Performance
- Michael Feinstein - vocals, liner notes
- Jerry Herman - piano
- Larry Wilcox - arranger
- Ian Bernard - arranger, conductor, producer
- Chuck Berghofer - double bass, bass guitar
- Larry Corbett - cello
- Dennis Karmazyn
- Ray Kelley
- Ron Leonard
- Gerald Vinci - concertmaster, violin
- John Guerin - drums
- David Duke - French horn
- Bill Lane
- Joe Meyer
- Brian O'Connor
- Tim May - guitar
- Gayle Levant - harp
- Larry Bunker - percussion
- Gary Coleman
- Alan Broadbent - piano
- Pete Jolly
- Herbie Harper - trombone
- Donald Waldrop
- Chauncey Welsch
- Bob Findley - trumpet
- Chuck Findley
- Donald Smith
- Marilyn Baker - viola
- Samuel Boghossian
- Ken Burwood-Hoy
- Alan de Yeritch
- Pamela Goldsmith
- Peter Hatch
- Margot MacLaine
- Arnold Belnick - violin
- Harry Cykman
- Isabelle Daskoff
- Assa Drori
- Bruce Dukov
- Henry Ferber
- Peter Kent
- Brian Leonard
- Gordon Marron
- Don Palmer
- Debra Price
- Haim Shtrum
- Marshall Sosson
- Robert Sushel
- Mari Tsumura-Botnick
- Shari Zippert
- Bob Cooper - woodwind
- Robert Cooper
- Ronnie Lang
- John Lowe
- Bob Shepherd
- Phil Sobel
- Sheridon Stokes
- Production
- Jon Gardey - photography
- Roddy McDowall
- Teddy Antolin - hair stylist, makeup
- Carol Bobolts - art direction
- Dennis Ziemienski - artwork, illustrations
- Rick Winquest - assistant engineer
- Jules Chaikin - contractor
- Hank Cicalo - engineer
- Gary Klein - executive producer
- Charles Koppelman
- Suzie Katayama - music preparation