With superior optical and thermal properties, nanofluids represent an innovative approach for direct-absorption solar collectors. In this review, we discuss recent developments in the field of nanofluids utilized in direct absorption solar collectors in terms of their preparation techniques, optical behaviours, solar thermal energy conversion performance, as well as their physical and thermal stability, along with the experimental setups and calculation approaches used. (Nanomaterials 13, 2023, 1232).