How to set auxiliary Basis set to go with custom 6-311+G**

To do what you want, use set df_basis_scf heavy-aug-cc-pvtz-jkfit and set df_basis_mp2 heavy-aug-cc-pvtz-ri. If it complains about missing elements, check here Basis Sets by Element