By synergizing the advantages of homogeneous and heterogeneous catalysis, single-site heterogeneous catalysis represents a highly promising opportunity for many catalytic processes. Particularly, the unprecedented designability and versatility of metal−organic frameworks (MOFs) promote them as salient platforms for designing single-site catalytic materials by introducing isolated, well-defined active sites into the frameworks. Herein, we design new MOF-supported single-site catalysts for CO 2 hydrogenation to methanol (CH 3 OH), a reaction of great significance in CO 2 valorization. Specifically, N-heterocyclic carbene (NHC), a class of excellent modifiers and anchors, is used to anchor coinage metal hydrides M(I)−H (M = Cu, Ag, and Au) onto the organic linker of UiO-68. The strong metal−ligand interactions between NHC and M(I)−H verify the robustness and feasibility of our design strategy. On the tailormade catalysts, a three-stage sequential transformation is proposed for CH 3 OH synthesis with HCOOH and HCHO as the transit intermediates. A density functional theory-based comparative study suggests that UiO-68 decorated with NHC-Cu(I)-H performs best for CO 2 hydrogenation to HCOOH. This is further rationalized by three linear relationships for the Gibbs energy barrier of CO 2 hydrogenation to HCOO intermediate, the first with the NBO charge of the hydride in NHC-M(I)-H, the second with the electronegativity of M, and the third with the gap between the lowest unoccupied molecular orbital of CO 2 and the highest occupied molecular orbital of the catalyst. It is confirmed that the high efficiency of MOF-supported NHC-Cu(I)-H for CO 2 transformation to CH 3 OH is via the proposed three-stage mechanism, and in each stage, the step involving heterolytic dissociation of H 2 together with product generation is the most energy-intensive. The rate-limiting step in the entire mechanism is identified to be H 2 dissociation accompanying with simultaneous HCHO and H 2 O formation. Altogether, the tailor-made UiO-68 decorated with NHC-Cu(I)-H features well-defined active sites, enables precise manipulation of reaction paths, and demonstrates excellent reactivity for CO 2 hydrogenation to CH 3 OH. It is also predicted to surpass a recently reported MOF-808 catalyst consisting of neighboring Zn 2+ -O-Zr 4+ sites. The designed MOFs as well as the proposed strategy here establish a new paradigm and can be extended to other hydrogenation reactions.