Room temperature phosphorescence (RTP) has been extensively researched in heavy‐metal containing complexes and purely organic systems. Despite the rapid blossom of RTP materials, it is still a tremendous challenge to develop highly efficient blue RTP materials with long‐lived lifetimes. Taking the metal–organic framework (MOF) as a model, herein, a feasible strategy of ligand functionalization is proposed, including two essential elements, to develop blue phosphorescence materials with high efficiency and long‐lived lifetimes simultaneously under ambient conditions. One is isolation of the chromophores with assistance of another predefined co‐ligands, the other is restriction of the chromophores’ motions through coordination and host‐guest interactions. Remarkably, it renders the MOFs with highly efficient blue phosphorescence up to 80.6% and a lifetime of 169.7 ms under ambient conditions. Moreover, a demo of the crown is fabricated with MOFs ink by 3D printing technique. The potential applications for anti‐counterfeiting and fingerprint visualization have been also demonstrated. This finding not only outlines a universal principle to design and synthesize highly efficient RTP materials, but also endows traditional MOFs with fresh vitality for potential applications.