Metal-organic polyhedra (MOPs) possess micro-porous framework and impose hierarchical constraints on their surface ligands, leading to the long-ignored, logarithmic ligand exchange dynamics. Herein, the polymer networks with MOP as nanoscale crosslinkers (MOP-CNs) can integrate its unique ligand exchange dynamics and micro-porosity, affording the vitrimerlike gas separation membranes with promising mechanical performance and (re)processability. All the ligands on MOP surface are confined and correlated via the 3D coordination framework and their space neighboring, giving rise to high energy barrier for ligand exchange. Therefore, MOP-CNs demonstrate high mechanical strengths at room temperature due to their negligible ligand dynamics. The thermo-activated ligand exchange process with integrated network topology enables facile (re)processing and high solveresistance at high temperatures. This finally facilitates Arrhenius type temperature dependence of flowability and stress relaxation, giving rise to the simultaneous achievement of promising mechanical strengths and (re)processability. Finally, the cage topologies of MOPs endow the materials with bonusing micro-porous feature, and spur their applications as gas separation membranes.