Embodiments of the invention are generally related to semantic search and service metadata repositories, particularly with regards to methods and systems for performing a semantic asset search in a service metadata repository. One embodiment includes identifying service metadata assets with similar metadata, relationships, and categorizations to the service metadata assets with the most relevant keywords and identifying service metadata assets have been used in conjunction with the one or more selected service metadata assets.