The hydrogen storage capabilities of 18,383 porous crystalline structures possessing various degrees of Mg functionalization and diverse physical properties were assessed through combined grand canonical Monte Carlo (GCMC) and quantum mechanical approaches. GCMC simulations were performed for pressures of 2 and 100 bar at a temperature of 243 K. Absolute uptake at 100 bar and deliverable capacity between 100 bar and 2 bar were calculated. Maximum absolute and deliverable gravimetric capacities were 9.35 wt% and 9.12 wt % respectively. Volumetrically, absolute and deliverable capacities were 51 g/L and 30 g/L respectively. In addition, the results reveal relationships between hydrogen uptake and the physical properties of the materials. We show that the introduction of an optimum amount of Mg alkoxide to increase the isosteric heat of adsorption is a promising strategy to improve hydrogen uptake and delivery near ambient temperature.