Anatase TiO₂ stands out for its exceptional chemical stability, nontoxicity, and robust photocatalytic capabilities; however, its intrinsically wide bandgap severely restricts its activity to the ultraviolet spectrum, limiting practical efficiency under solar illumination. To circumvent this bottleneck, the strategic integration of TiO₂ with transition metal dichalcogenides (TMDs), such as MoS₂, has proven highly promising, harnessing interfacial charge transfer dynamics, Schottky barrier formation, and bandgap renormalization to extend light absorption into the visible range while suppressing charge carrier recombination. Here, we perform a systematic ab initio investigation of the anatase TiO₂ (001) surface interfaced with MoS₂, with particular emphasis on elucidating how distinct surface terminations govern structural relaxation, interfacial bonding, and the electronic properties of the TiO₂/MoS₂ Van der Waals heterostructure. We compare the ideal bulk-terminated (1 × 1) surface with the experimentally stable reconstructed (1 × 4)-ADM surface, highlighting their key similarities and differences and clarifying the atomistic origins of the resulting behavior. Both systems maintain a type-II alignment, reducing the bandgap relative to bulk TiO₂ with a redshifted absorption. The unreconstructed (1 × 1) surface is ideal for MoS₂ interfacing, optimally meeting Z-scheme requirements.