The Bay State Banner wrote that, "however subtle Parliament has become, we continue to get low-register bass riffs, synthesizer horror riffs, disco tempos, and double-entendre lyrics pairing the nature of the cosmos with the behavior of the sex drive." The Oakland Tribune called the album "a gem of cosmic Uncle Tomfoolery," and considered it to be better than Uncle Jam Wants You. The Buffalo News determined that much of the "funky power is lost," but praised "Theme from the Black Hole". Newsday opined that "Party People" "catches George Clinton reaching too hard for a pop hit."
Track listing
"Prologue" – 0:47
"(Gloryhallastoopid) Pin the Tail on the Funky" (Collins, Clinton) – 4:06
"Party People" (Collins, Clinton, Shider) – 10:08 (released as a 4:46 single-Casablanca NB 2222)
"The Big Bang Theory" (Sterling, Dunbar, Clinton) – 7:10 (released as a single-Casablanca NB 2250)
"The Freeze (Sizzaleenmean)" (McKnight, Clinton) – 8:59
"Colour Me Funky" (Theracon, Clinton) – 4:51
"Theme from the Black Hole" (Collins, Clinton, Theracon) – 4:38 (released as a single-Casablanca NB 2235 and as a 12" single with "The Big Bang Theory"-Casablanca NB 20208)
"May We Bang You?" (Clinton, Collins, Collins, Theracon) – 4:43
Underneath Below Bottom and Other Deep Basic Activities (bass)[ambiguous]: Rodney Curtis, Donnie Sterling, William Collins, DeWayne McKnight, Walter Morrison
Goofin' Gooey Quacy Quirkn' Glueon Key Bangers? (keyboards): Bernie Worrell, Walter Morrison, David Lee Chong
African Telephone Operators (drums): Dennis Chambers, Kenny Colton, Tyrone Lampkin, William Collins, DeWayne McKnight
Directory Assistance (percussion): Larry Fratangelo, Carl "Butch" Small
Pieces of Mouf (Mouf Pieces) (horns): Greg Thomas, Greg Boyer, Bennie Cowens, Larry Hatcher, Maceo Parker, Sam Peakes
Horn arrangements: Bernie Worrell, Fred Wesley, P-Funk Horns (The Baltimore Connection Horn Section), Sam Peakes