Application of lead halide perovskites in CO2 photoreduction in pure H2O medium is restricted, owing to the inherent instability and high toxicity of lead. Herein, 3D melamine foam (MF) with an interconnected porous structure is selected as a multifunctional assistance to solve these problems. Three‐dimensionality of MF can avoid direct touches of CsPbX3 (X = Br, I) with liquid H2O, preventing damage of H2O. Porosity of MF can accelerate H2O evaporation by its strong adsorption and photothermal effects, which will overcome the drawback of low CO2 solubility in aqueous solution, achieving a quick and sufficient mixture of CO2 with H2O vapor. These functions contribute to realize highly efficient CO2 reduction by CsPbX3 in pure H2O medium. The best products and electron consumption yields of the composite reach 42.08 and 161.84 μmol g−1 h−1, respectively, which surpass most of the other CsPbX3‐related works in H2O or organic reaction media. MF/CsPbBr3 also presents long‐term stability, with product yields not showing any obvious decrease after continuous reaction for 104 h. Moreover, strong adherence of MF toward perovskites allows a good recoverability of CsPbX3, avoiding pollution of lead leakage to the environment.