An atomistic interaction potential for adsorbate/surface systems is presented, based on the modified embedded-atom method ͑MEAM͒ and applied to CO on Pt. All parameters are determined using both densityfunctional theory ͑DFT͒ calculations, as well as the necessary experimental data. Whereas current DFT implementations suffer from problems in predicting the correct adsorption site of CO on Pt͕111͖, the current MEAM potential quantitatively describes the adsorption energies on the Pt ͕100͖ and ͕111͖ surfaces. With this potential, one is able to model, amongst others, diffusional properties and the CO induced lifting of the Pt͕100͖-hex surface reconstruction.