Two porous MOFs, [NO3][In3OL3]·4DMF·3H2O (JLU-Liu18), [CdL]·0.5DMF (JLU-Liu19) H2L = pyridine-3,5-bis(phenyl-4-carboxylic acid), have been solvothermally synthesized and structurally characterized. Both of the two compounds possess saturated coordination metal centre without open metal sites (OMSs) leading to the remarkable thermal and water vapour stability. JLU-Liu18 displays a rare occurrence of 9-connected trinuclear [In3O(CO2)6N3] secondary building units (SBUs) in a porous crystal with high adsorption for small molecule gases, especially for CO2 (129 and 400 cm 3 g -1 at 273 K and 195 K under 1 bar). It also performs commendable selectivity for O2 over N2 and CO2, C2H6, C3H8 over CH4.JLU-Liu19 possesses outstanding performance for sieving small gases owing to its ultramicropores of 3.5 Å. Both of the two MOFs are promising materials for gas adsorption and purification.