We propose and analyze a scheme to interface individual neutral atoms with nanoscale solidstate systems. The interface is enabled by optically trapping the atom via the strong near-field generated by a sharp metallic nanotip. We show that under realistic conditions, a neutral atom can be trapped with position uncertainties of just a few nanometers, and within tens of nanometers of other surfaces. Simultaneously, the guided surface plasmon modes of the nanotip allow the atom to be optically manipulated, or for fluorescence photons to be collected, with very high efficiency. Finally, we analyze the surface forces and heating and decoherence rates acting on the trapped atom.Much interest has recently been directed towards hybrid systems that integrate isolated atomic systems with solid-state devices [1,2,3,4]. These efforts are aimed at combining the best of both worlds, namely the excellent coherence and control associated with isolated atoms, ions and molecules, with the miniaturization and integrability associated with solid-state devices. A key ingredient for such integrated devices is the ability to trap, coherently manipulate, and measure individual cold atoms at distances below ∼100 nm from solid-state surfaces.In this Letter, we describe a technique that allows a single atom to be optically trapped within a nanoscale region above the surface of a sharp, conducting nanotip. Under illumination with a single blue-detuned laser beam, the nanotip behaves as a "lightning rod" that generates very large field gradients and an intensity minimum that can be used to tightly trap an atom. Simultaneously, the nanotip supports a set of tightly guided surface plasmon modes to which the trapped atom can very efficiently couple. Under realistic conditions, the strong coupling regime can be reached, where the emission rate into the guided surface plasmons of the nanotip far exceeds that into all other channels. It has been shown that this regime enables efficient fluorescence collection and optical manipulation at a single-photon level [5,6,7]. Finally, we analyze in detail surface effects and photon scattering and their effects on trap lifetimes and atomic coherence times.The trapping technique described in this Letter might enable the realization of several unique applications. For example, the nanotrap can be used for deterministic positioning of single atoms near micro-photonic and nano-photonic structures, such as micro-toroidal resonators [8,9] and photonic crystal cavities [10] (see Fig. 1a). Alternatively, the trap can be used for realization of hybrid quantum systems consisting of single atoms or molecules in the immediate proximity of charged or magnetized solid-state quantum systems, to enable direct strong coupling [11]. Finally, a trapped atom might be used as a novel scanning probe for sensing magnetic or electric fields with nanoscale resolution. We note that forces associated with metallic systems are being explored, in the context of optical tweezers for dielectric objects on surfaces [12] and electro-optica...