Liberty caps comprise the The natural way-occuring hallucinogenic and psychoactive compound psilocybin. Whereas the fly agaric’s psychoactive ingredients are neurotoxins ibotenic acid and muscimol. Fly agarics are categorized as toxic but documented deaths are particularly uncommon.to more scientific analysis to the psychological health benefits