We investigate the thermal and electronic collective fluctuations that contribute to the finite-temperature adsorption properties of flexible adsorbates on surfaces on the example of the molecular switch azobenzene C 12 H 10 N 2 on the Ag(111) surface. Using first-principles molecular dynamics simulations, we obtain the free energy of adsorption that accurately accounts for entropic contributions, whereas the inclusion of manybody dispersion interactions accounts for the electronic correlations that govern the adsorbate binding. We find the adsorbate properties to be strongly entropy driven, as can be judged by a kinetic molecular desorption prefactor of 10 24 s −1 that largely exceeds previously reported estimates. We relate this effect to sizable fluctuations across structural and electronic observables. A comparison of our calculations to temperature-programed desorption measurements demonstrates that finite-temperature effects play a dominant role for flexible molecules in contact with polarizable surfaces, and that recently developed first-principles methods offer an optimal tool to reveal novel collective behavior in such complex systems. DOI: 10.1103/PhysRevLett.116.146101 Complex molecules adsorbed at inorganic surfaces spark interest as basic building blocks in surface nanotechnology and energy materials [1], but also in the context of biocompatibility of biomolecule-metal interfaces and the structure of solid-liquid interfaces [2]. Considerable effort goes into characterizing the structure, stability, and dynamics of these systems [3]. In fact, with recent advances in experimental characterization techniques [4] and ab initio methods based on density-functional theory (DFT) [5], several systems have been well characterized at idealized conditions, i.e., low temperature and ultrahigh vacuum. These include planar aromatic molecules, such as benzene [6] and 3,4,9,10-perylene-tetracarboxylic acid (PTCDA) [7][8][9][10] adsorbed on the Ag(111) surface. Both examples represent comparably rigid molecules forming wellordered overlayer structures.In contrast, more complex adsorbed systems such as large polymer chains or biological molecules will be neither well ordered nor rigid. Their flexibility arises from internal torsions and rovibrational coupling in combination with long-range correlations and entails dynamics and reactivity that might be largely shaped by nontrivial thermal and electronic fluctuations. Whereas the role of thermal fluctuations and corresponding entropic contributions has always been at the forefront in the modeling of soft condensed matter, their relevance in gas-surface dynamics of flexible molecules in contact with inorganic surfaces is less clear.Long-range correlations induced by electronic fluctuations are an additional complication in the combined moleculesurface system. Several recent works have emphasized the role of temperature in the dynamics of benzene on stepped surfaces [11], the conformational switching of porphyrine derivatives on Cu(111) [12,13], and also in the thermal...