Mo-Theory presents a novel unified physical framework that redefines the foundation of natural phenomena through motic pressure rather than spacetime curvature or conventional force interactions. By introducing a self-contained system of mo-units, the theory eliminates reliance on traditional physical constants (G, h, c) and offers a scale-consistent model that spans from quantum energy levels to galactic rotation and cosmic structure. Mo-Theory provides a mathematically consistent alternative to both general relativity and quantum field theory, successfully predicting known physical effects such as hydrogen energy spectra, light deflection near the Sun, and cosmic redshift—without invoking dark matter or dark energy. The core equation of the theory integrates quantization, anisotropy, and dynamic pressure gradients, offering novel insights into time, inertia, and directional resonance phenomena such as Mo-Touch. Several experimental tests are proposed to verify its unique predictions. Mo-Theory represents a radical yet structured rethinking of the physical world, uniting cosmic and quantum domains under a single pressure-based model.