An autonomous magnetic sleeve for a riser is provided. The sleeve is constructed and arranged to be independently lowered and seated above a subsea tree section. The autonomous magnetic sleeve includes a cylindrical structure having an inner diameter larger than a diameter of the wellbore and is seated on a riser seat when deployed. The cylindrical structure has affixed thereto a plurality of magnetic assemblies space circumferentially around an interior surface of the cylindrical structure.