- Album credits
- Executive music producer: Linda Perry
- Vocal producers: Ed Mitchell, Steve Morrell, Eldad Guetta
- Music supervisor: Kier Lehman
- Music coordinator: James Cartwright
- Executives in charge of music: Dawn Soler and Peter DiCecco
- Mastering: Mike Bozzi
- Track production: Bill Prokopow, Packy Lundholm, Brian Mazzaferri (tracks 1, 4, 10, 14), Ed Mitchell, Steve Morrell (tracks 2-3, 5-6, 11-12), Linda Perry (tracks 7, 9, 13), Sean Fitzgerald (track 8)
- Incidental music production: Mick Giacchino
- Mixing: Rick Ruggieri, Bill Prokopow, Packy Lundholm, Linda Perry, Sean Fitzgerald
- Assistant engineer: Luis Flores
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- Performer credits
- Muppet performers:
Bill Barretta
as Dr. Teeth,
Matt Vogel
as Floyd Pepper,
David Rudman
as Janice,
Eric Jacobson
as Animal,
Dave Goelz
as Zoot, and
Peter Linz
as Lips.
- All instruments: Steve Morrell (tracks 2-3, 5-6, 11-12)
- Electric guitar, acoustic guitar (10 only), organ: Packy Lundholm (tracks 1, 4, 10, 14)
- Saxophones: Hannah Friedman (track 1), Leon Silva (track 7)
- Horns: David Ralicke (track 1)
- Synthesizers: Bill Prokopow (track 4), Packy Lundholm (tracks 1, 4, 10, 14)
- Orchestra: Bill Prokopow (track 14)
- Brass: Niv Toar (track 4), Bill Prokopow (track 10-14)
- B3 organ (7), additional instruments (9): Linda Perry
- Tenor saxophone: Matt Bauder (track 8), Colin Kupka (track 9)
- Trumpets: Sean Erick (track 9), Wayne Bergeron (track 22), Matt Bauder (track 8)
- Guitar:
Joshua Ray Gooch
(track 7), Joseph Guese (track 9), Eli Pearl (track 13), Andrew Synowiec (track 22)
- Bass: Billy Mohler (tracks 7, 9, 13), Packy Lundholm (tracks 1, 4, 10, 14), Abe Laboriel (track 22)
- Drums:
Ringo Starr
(track 7), Ben LeCourt (track 9), Kiel Feher (track 13), Packy Lundholm (tracks 1, 4, 10, 14), Bernie Dresel (track 22)
- Horns arranged by: The Regiment Horns (track 7), Linda Perry (track 13)
- Drums recorded by Bruce Sugar (track 7)
- Keys: Dylan Meek (track 9)
- Baritone saxophone, tenor saxophone, clarinet: Colin Kupka (track 9)
- Violin: Elyssa Samsel
- Piano: Ben Darwish (track 13), Packy Lundholm (tracks 1, 4, 10, 14)
- Gospel choir: Bill Prokopow, Packy Lundholm, Brian Mazzaferri (track 14)
- Percussion: Bernie Dresel (track 22)
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