The calculation of the optical properties of hot dense plasmas with a model that has selfconsistent plasma physics is a grand challenge for high energy density science. Here we exploit a recently developed electronic structure model that uses Multiple Scattering Theory to solve the Kohn-Sham density functional theory equations for dense plasmas. We calculate opacities in this regime, validate the method, and apply it to recent experimental measurements of opacity for Cr, Ni and Fe. Good agreement is found in the quasi-continuum region for Cr and Ni, while the selfconsistent plasma physics of the approach cannot explain the observed difference between models and the experiment for Fe.