This dataset corresponds to a collection of suitable phase change materials (PCMs) and their main thermophysical properties, which can be applied in high-temperature applications. The data collection was carried out by consulting scientific literature to find suitable PCMs. Moreover, the reported thermophysical properties were experimentally obtained. The properties listed in the dataset are melting temperature, melting enthalpy, thermal conductivity in solid state, and maximum operational temperature.