sMV (serial MultiView) scripts provide a semi-automatic and easy-to-use workflow for serial MultiView phase plane estimation. The phase plane is iteratively rotated based on the time series of calibrator residual phases; because time-domain information is included in the iterations, phase ambiguities are accurately and automatically identified. sMV enables efficient, high-accuracy differential astrometry and artifact-reduced imaging for astrophysical studies.