The gameplay in Mighty Switch Force Collection is fast-paced and action-packed, with a focus on co-op play. Players control either Captain Olimo or Taito as they switch between their abilities to overcome obstacles and defeat enemies. The game features over 30 levels of challenging platforming, shooting, and puzzle-solving, making it a thrilling experience for fans of the genre.