Transition metal dichalcogenides (TMDCs) are promising materials for various applications due to their exceptional electronic and optical properties. These materials can be synthesized in various forms, including monolayer, few-layer, and bulk-layered structures, allowing for tailored properties through techniques such as doping, defect engineering, and heterostructure formation. We investigated Co/XY 2 /Co (X ∈ (Mo, W), Y ∈ (S, Se, Te)) as a noble magnetic tunnel junction (MTJ) for high spin-polarized current. Density functional theory (DFT) was used to calculate the ground-state electronic properties, and nonequilibrium Green's function methods were employed for quantum transport calculations. Our findings indicate that transport in these semiconductors primarily occurs away from the Γ-point. The highest tunneling magnetoresistance (TMR) obtained ranged from approximately 500−3600%. All MTJs in the P configuration exhibited a dominant spin minority current in the tunneling regime. This research provides valuable insights into realizing a high TMR and spin-polarized current using twodimensional (2D) semiconductors as tunnel barriers.