To prepare supramolecular photosensitizer that can be retained at the site of tumors and that has high light conversion efficiency so as to improve the efficacy of tumor photodynamic therapy (PDT). A covalent organic framework material based on amino tetraphenyl porphyrin (Tapp), henceforth referred to as Tapp-COF, was synthesized. The spectral characteristics, energy gap characteristics and singlet oxygen generation ability of the material were characterized. Then, Tapp-COF was processed by thin film hydration method to derive T-C@PP, a nano micelle unstable in physiological environment. The same method was used to process Tapp in order to make T@PP micelles, which were used as the controls. The particle size, potential, surface morphology and stability were examined. B16F10 mouse melanoma cells were injected subcutaneously into C57 mice and T-C@PP or T@PP were injected intratumorally, followed by light exposure or no light exposure. We assessed the in vitro photodynamic killing efficiency of the nano micelles and the status of tumor cells co-cultured with the photosensitizer micelles and validated the tumor retention ability and killing efficiency of the micelles . Compared with Tapp, Tapp-COF displayed higher photodynamic conversion efficiency, and could produce more ROS. The T-C@PP micelles were unstable in physiological environment, and adsorptive aggregation would occur after co-culturing with tumor cells for a period of time. T-C@PP showed low cytotoxicity when there was no light exposure, but could kill tumor cells at relatively low concentration under 660 nm laser irradiation. T-C@PP could be retained in tumor tissue, and had better in vivo killing efficiency that that of T@PP. In this study, highly efficient TPP-COF based T-C@PP micelles were prepared. Under physiological conditions, these micelles could achieve tumor retention through self-aggregation. Possessing sound safety, the nano micelles showed promise for potential application in tumor PDT.