The invention provides an anhydride modified passion fruit peel bio-adsorbent and a preparation method and application thereof, and belongs to the technical field of environmental functional materialsand water pollution control. According to the invention, the passion fruit peel is used as a raw material and contains a large amount of cellulose, hemicellulose, lignin and different functional groups such as hydroxyl, carboxyl and the like, so that the passion fruit peel has very strong adsorption performance on dye molecules in water. Through anhydride modification, more carboxyl groups are introduced, so that the adsorption performance of the adsorbent on cationic dyes and heavy metal ions can be improved. The succinic anhydride modified passion fruit peel bio-adsorbent prepared by the preparation method has a very good adsorption effect on methyl violet and methylene blue, high adsorption capacity and strong reproducibility, and the prepared maleic anhydride modified passion fruit peel bio-adsorbent has a good adsorption effect on various heavy metals, wherein the adsorbent has a very good adsorption effect on Pb < 2 + > and Cd < 2 + >, relatively high adsorption capacity and relatively short adsorption equilibrium time.