kornak-api is an easy-to-use webservice for the recommenders of Apache Mahout
An example of setting this up for a movie recommender is available in A recommendation webservice in 10 minutes
For early adoptors before 2012/09/04: Path of this project changed from plistaorg/kornakapi to plista/kornakapi