The idea is sound, but I don’t see methods of discovery. Having just a search box means that it is in essence just a search engine.
Offering up tags or filters or any other type of menu of broad possibilities would make the product interesting… to me. I don’t know if it’s supposed to be for me though. Maybe its solely for those who know what they want?