In this contribution we present the structural and optical properties of small noble-metal clusters at the F S -center defect of the MgO (100) support. We focus on comparing absorption and emission properties of supported silver and gold clusters. It will be shown that the leading absorption features in the low energy regime are similar for supported silver and gold clusters of the same size, in spite of the direct involvement of d electrons from Au atoms due to strong relativistic effects. Molecular dynamics (MD) simulations in the excited electronic states allow us to unravel relaxation mechanism and to propose the smallest noble-metal clusters at the F S -center defect, Ag 2,4 @F 5c and Au 2,4 @F 5c , as good candidates for emissive centers. In contrast, larger supported Ag 8 @F 5c and Au 8 @F 5c clusters are unlikely to fluoresce. 1 Introduction Small noble-metal clusters in different environments exhibit intense optical transitions in the ultra-violet (UV) or in the visible regime and, in contrast to the bulk materials, they fluoresce. Discovery of fluorescent silver particles [1-6] opened new perspectives for different applications which stimulated many researchers to pursue the development of new materials for optical data storage [3,[7][8][9], optoelectronic devices [8,10], and biosensing [11,12]. Gold clusters also exhibit strong absorption and emissive properties in the nano-meter size regime [13][14][15][16][17][18][19][20][21][22] which allows potential application as optical materials [14,22], photocatalysts [15], and biosensors [16,23]. Actually, quantum confinement of electrons is responsible for these fascinating properties. Small noble-metal clusters with discrete energy levels exhibit strong fluorescence in rare gas matrices [1, 2, 4-6, 13, 17, 24], helium droplets [25], at surfaces [3, 7-9, 26, 27], or in bio-environment [16, 19-21, 28, 29]. Their size dependent effects are particularly pronounced in the nonscalable size regime in which each atom counts [30,31] because addition of single atom influences strongly cluster structures, absorption patterns, and the nature of the excited electronic states.