Covalent organic frameworks (COFs) featured with structural diversity, face-to-face stacking and open channels exhibit unique advantages as photothermal materials but have been rarely applied in solar-driven water evaporation due to complicated framework design, tedious synthesis, and low solar-to-vapor efficiency. Herein, we report a materials design strategy to produce efficient and robust photothermal COF by anchoring nonemissive radicals to the pore surface by a [2+2] cycloaddition−retroelectrocyclization reaction. The radical COF possesses not only the features of COFs such as crystallinity, porosity and chemical robustness, but also the characteristics of radicals including high spin density and extended absorption to the near-infrared region,