We present a calculation of the rational terms in two-loop all-plus gluon amplitudes using Ddimensional unitarity. We use a conjecture of separability of the two loops, and then a simple generalization of one-loop D-dimensional unitarity to perform calculations. We compute the fourand five-point rational terms analytically, and the six-and seven-point ones numerically. We find agreement with previous calculations of Dalgleish, Dunbar, Godwin, Jehu, Perkins, and Strong.For a special subleading-color amplitude, we compute the eight-and nine-point results numerically, and find agreement with an all-n conjecture of Dunbar, Perkins, and Strong.