Initial tests on the QMOF database showed that finding a MOF that would pass most of the descriptors to be promising is very low (less than 10% on a diverse subset of 154 MOFs, see SI). Therefore, we developed an alternative approach, using our knowledge (and intuition) to build potential MOF photocatalysts. We refer to our database as CDP-MOF, where CDP stands for Chemical insights-based Diversity-driven Photocatalyst.