We develop an analytic-gradient based method for relativistic coupled-cluster calculations of effective electric field, E eff , with improved efficiency and robustness over the previous state of the art. The enhanced capability to calculate this time-reversal symmetry violation sensitivity parameter enables efficient screening of candidate molecules for the electron electric dipole moment (eEDM) search. As examples, the |E eff | values of metal methoxides including BaOCH3, YbOCH3, and RaOCH3 are shown to be as large as those of the corresponding fluorides and hydroxides, which supports the recent proposal of using these symmetric-top molecules to improve the sensitivity of eEDM measurements. The computational results also show that molecules containing late actinide elements, NoF, NoOH, LrO, and LrOH + , exhibit particularly large |E eff | values of around 200 GV/cm.