The aim of this research work was to remove Methyl Violet 2B from aqueous solution by synthesis of polyethersulfone/graphene oxide-chitosan containing thin-film layer of covalent-organic framework. In this regard, mixed matrix membrane containing graphene oxide and chitosan were fabricated and by forming thin-film composite, 98% dye rejection was obtained.