Gold, silver, and copper small nanoparticles (NPs), with average size ≈2 nm, are synthesized and afterward protected with l‐ and d‐cysteine, demonstrating emergence of chiroptical activity in the wavelength range of 250–400 nm for all three metals with respect to the bare nanoparticles and ligands alone. Silver‐cysteine (Ag‐Cys) NPs display the higher anisotropy factor, whereas gold‐cysteine (Au‐Cys) NPs show optical and chiroptical signatures slightly more displaced to the visible range. A larger number of circular dichroism (CD) bands with smaller intensity, as compared to gold and silver, is observed for the first time for copper‐cysteine (Cu‐Cys) NPs. The manifestation of optical and chiroptical responses upon cysteine adsorption and the differences between the spectra corresponding to each metal are mainly dictated by the metal–ligand interface, as supported by a comparison with calculations of the oscillatory and rotatory strengths based on time‐dependent density functional theory, using a metal–ligand interface motif model, which closely resembles the experimental absorption and CD spectra. These results are useful to demonstrate the relevance of the interface between chiral ligands and the metal surfaces of Au, Ag, and Cu NPs, and provide evidence and further insights into the origin of the transfer mechanisms and induction of extrinsic chirality.