Advances of MOFs and COFs for photocatalytic CO2 reduction, H2 evolution and organic redox transformations

•The mechanisms for MOF and COF-based materials as photocatalysts are discussed.•The strategies for boosting photocatalytic activity are systematically summarized.•Advances for three photocatalytic application research hotspots are summarized.•A brief outlook towards specific unresolved problems are proposed.