Parsing inflected forms may not always work as expected. If the following does not give the correct word, try Latin Words or Perseus.
scortātor, ōris, m. [scortor], a whoremonger, fornicator, Plaut. Am. 1, 1, 131; Hor. S. 2, 5, 75; Hier. ad Ephes. 1, 13.