In the film, Gonzo attempts to discover his origins after having nightmares. After he and Rizzo the Rat are captured by government officials during his search, Kermit the Frog and the rest of the Muppet gang must save them. It is the sixth theatrical film in The Muppets franchise.

References:
https://en.wikipedia.org/wiki/Muppets_from_Space