heterogeneous catalysis, [4] and others. [5] At present, most of the discovered COFs are still 2D frameworks with eclipsed stacking structures because of their simpler synthesis and easier functionalization. Compared with 2D analogues, 3D functionalized COFs have recently attracted more and more attention due to their unique pore structures and higher specific surface areas. [6] For example, we have acquired a series of 3D functionalized COFs, [7] for example, 3D tetrathiafulvalene-based COFs for tunable electrical conductivity, 3D carboxy-functionalized COF for selective ion adsorption, and 3D Salphen-based COFs as catalytic antioxidants. Despite the aforementioned efforts in the in-situ synthesis and post-synthesis modifications, the functionalization of 3D COFs still remains largely undeveloped up to now, especially 3D architectures with stimuli-responsive functions, [8] due to the lacking of building units, the difficulty of directional synthesis, and the sophisticated procedure for introducing functional groups into the framework.It is well-known that hydrazone and its derivatives are significant synthons for numerous transformations, and their CN groups can undergo efficiently reversible structures betweenThe property expansion of 3D functionalized covalent organic frameworks (COFs) is important for developing their potential applications. Herein, the first case of 3D hydrazone-decorated COFs as pH-triggered molecular switches is reported, and their application in the stimuli-responsive drug delivery system is explored. These functionalized COFs with hydrazone groups on the channel walls are obtained via a multi-component bottom-up synthesis strategy. They exhibit a reversible E/Z isomerization at various pH values, confirmed by UV-vis absorption spectroscopy and proton conduction. Remarkably, after loading cytarabine (Ara-C) as a model drug molecule, these pH-responsive COFs show an excellent and intelligent sustained-release effect with an almost fourfold increase in the Ara-C release at pH = 4.8 than at pH = 7.4, which will effectively improve drug-targeting. Thus, these results open a way toward designing 3D stimuli-responsive functionalized COF materials and promote their potential application as drug carriers in the field of disease treatment.The ORCID identification number(s) for the author(s) of this article can be found under https://doi.org/10.1002/smll.202102630.