“…Bismuth (Bi) is the largest nonradioactive element on the periodic table. Due to their nontoxic nature and flexible coordination, Bi-based metal–organic frameworks (MOFs) are attracting more and more attention. − Over the last few decades, an increased number of Bi-based MOFs have been developed and applied in the fields of fluorescence, biomedicine, gas adsorption, catalysis, etc. − Particularly, the semiconducting behavior of some Bi-based MOFs has sparked research into photocatalytic degradation, water splitting, carbon dioxide reduction, and organic synthesis. − …”