We reconstruct Barrow Holographic Dark Energy (BHDE) within the framework of Saez-Ballester Scalar Tensor Theory. As a specific background, we consider a homogeneous and anisotropic Kantowski-Sachs Universe filled up with BHDE and dark matter. By assuming the Hubble radius as an IR cutoff, we investigate both the cases of non-interacting and interacting dark energy scenarios. We analyze the evolutionary behavior of various model parameters, such as skewness parameter, Equation-of-State parameter, deceleration parameter, jerk parameter and squared sound speed. Furthermore, we draw the trajectories of ωD − ω ′ D phase plane and discuss statefinder diagnosis. We show that our model satisfactorily retraces the present history of the Universe, thus providing a good candidate explanation for dark energy. Comparison with other reconstructions of BHDE and observational consistency are finally commented in order to constrain free model parameters.