We present ab initio results for linker decorations in Mg-MOF74-i.e. attaching various metals M = Li, Na, K, Sc, Cr, Mn, Fe, Ni, Cu, Zn, Rb, Pd, Ag, and Pt near the ring of the linker-creating new strong adsorption sites and thus maximizing small molecule uptake. We find that in most cases these decorations influence the overall form and structure of Mg-MOF74 only marginally. After the initial screening we chose metals that bind favorably to the linker and further investigate adsorption of H2, CO2, and H2O for M = Li, Na, K, and Sc. For the case of H2 we show that up to 24 additional guest molecules can be adsorbed in the MOF unit cell, with binding energies comparable to the original open-metal sites at the six corners of the channel. This leads to a 5-fold increase of the molecule uptake in Mg-MOF74, with tremendous impact on many applications in general and hydrogen storage in particular-where the gravimetric hydrogen density increases from 1.63 mass% to 7.28 mass% and the volumetric density from 15.10 g H2 L −1 to 75.50 g H2 L −1 .