Solar-driven interfacial evaporation (SDIE) technology holds the promise of purification and removal of organic pollutants from water samples. In this work, an efficient SDIE composed of multifunctional self-floating photothermal materials based on candle soot-coated conjugated microporous polymer hollow spheres (CS-CMPsHM) for treatment of tetracycline (TC) wastewater is reported. By depositing candle soot nanoparticles, CS-CMPsHM achieved excellent interfacial evaporation performance by extending the light absorption. Additionally, the π-π interaction between CMP's unique conjugated network and TC molecules and the well-developed porosity facilitates the capture of target contaminants. The synthesized CS-CMPsHM evaporator demonstrated remarkable properties, i.e., excellent photothermal performance (with superior photothermal conversion efficiency up to 94 % and evaporation rate of 1.55 kg m−2h−1 under one sun irradiation), extremely low wet thermal conductivity (0.075 W m-1K−1), reusability, superior salt resistance, stability, adsorption of pollutants and renewable performance. Furthermore, CS-CMPsHM remains its excellent purification performance from real water samples (the Yellow River) measured by a three-dimensional fluorescence spectrometer. The results of biological toxicity show that the purified water recovered by the SDIE method effectively reduced the phytotoxicity of TC. With its straightforward and scalable manufacturing process, our CS-CMPsHM demonstrates promising potential as advanced photothermal materials for the treatment of various pollutants using SDIE.