A method may include a software service executing at an information handling system to determine desired capabilities of a docking station. The software service receives information from available docking stations via a wireless communication interface, the information identifying actual capabilities of each docking station. The method further includes coupling the information handling system to a selected docking station in response to determining at the information handling system that the actual capabilities of the selected docking station provide the desired capabilities.