A method, computer, and computer program product for performing a service. A processor unit identifies information about a network data processing system for performing the service. The processor unit identifies a plurality of steps used to perform the service. The processor unit identifies a set of software tools needed in each step in the plurality of steps to perform the service on the network data processing system. The set of software tools is identified based on the information identified. The information comprises at least one of a type of optimization performance system, a type of cluster, and a configuration of the cluster.