The Corona project is a community-sponsored set of REST endpoints to enable usage of the MarkLogic Server without knowing XQuery.
There is a tutorial at http://developer.marklogic.com/try/corona/index
Corona runs on MarkLogic 4.1 or later. Some features require 4.2 and/or 5.0.
Check the wiki for documentation on how to store, index and query the documents.