Approach for generate alot of REST API traffic

I am building a traffic generator to generate statefull REST traffic. My thought is load up a canned web-based application and just try HTTP queries continuously. However, because I wish to deploy this on small VM's, it would ideal now to host an actual web service. Is there a reference REST stress test server library available for users to write custom REST API wrappers?