Examples of genus two CM curves defined over the rationals

We present the results of a systematic numerical search for genus two curves defined over the rationals such that their Jacobians are simple and have endomorphism ring equal to the ring of integers of a quartic CM field. Including the well-known example we find 19 non-isomorphic such curves. We believe that these are the only such curves.