The SOAP-PP potential includes two terms -- a pairwise term that scores pairs of atoms that span the protein-protein interface, and an atomic term that scores all atoms for solvent accessibility. Both are typically used for SOAP-PP scoring. The libraries for both are included with MODELLER.
This pairwise term depends only on distance (it is not orientation-dependent) and supports first derivatives.