Luminescence of porous coordination polymers (PCPs) or metalâorganic frameworks (MOFs) is sensitive to the type and concentration of chemical species in the surrounding environment, because these materials combine the advantages of the highly regular porous structures and various luminescence mechanisms, as well as diversified hostâguest interactions. In the past few years, luminescent MOFs have attracted more and more attention for chemical sensing of gasâphase analytes, including common gases and vapors of solids/liquids. While liquidâphase and gasâphase luminescence sensing by MOFs share similar mechanisms such as hostâguest electron and/or energy transfer, exiplex formation, and guestâperturbing of excitedâstate energy level and radiation pathways, via various types of hostâguest interactions, gasâphase sensing has its unique advantages and challenges, such as easy utilization of encapsulated guest luminophores and difficulty for accurate measurement of the intensity change. This review summarizes recent progresses by using luminescent MOFs as reusable sensing materials for detection of gases and vapors of solids/liquids especially for O2, highlighting various strategies for improving the sensitivity, selectivity, stability, and accuracy, reducing the materials cost, and developing related devices.