Although metal‐organic frameworks (MOFs) show promise as electrocatalysts due to their unique intrinsic features, their activity and stability often fall short. Herein, NiFe‐MOFs is used as a model to introduce group VIB metalates (Na2WO4, Na2CrO4, and Na2MoO4) into the topological conversion process of layer double hydroxide (LDHs)/MOFs, creating a series of interstitial VIB element‐doped LDHs/MOFs catalysts. The metalates engage in the alkaline hydrolysis process of MOF, generating LDHs on the MOF surface. Furthermore, altering the pH value in the reaction environment can modify the catalysts' morphology, dopant/LDHs content, and electronic structure. Consequently, the prepared interstitial W‐doped NiFe‐LDHs/MOFs catalyst displays superior catalytic performance, with overpotentials of only 250 mV at 500 mA cm−2. Moreover, a homemade anion‐exchange membrane water electrolysis (AEMWE) system featuring the fabricated electrocatalyst as the anode can operate stably for 500 hours at 1 A cm−2. The exceptional catalytic activity and stability stem from optimized intermediate adsorption/desorption behavior and the unique LDHs/MOFs nanostructure. This work not only highlights the potential of the catalysts for practical applications but also offers a new design approach for modulating MOFs using an alkaline hydrolysis strategy.