Graphycal Abstract: This paper presents palygorskite/biochar/iron oxide composites for uranium (VI) removal from water. The composites, containing magnetite and hematite, achieved maximum uranium adsorption (100.2 μmol/g), with pH increase enhancing the process. Magnetite facilitated uranium (VI) reduction to uranium (IV), proving effective for in situ water remediation.