The way MaltParser loads files from /appdata does not work in the servlet context. I've moved Util.findURL and Util.findURLinJars to the class Finder and made them non-static, so that getClass().getResource() can find the files in malt.jar in the servlet context. The current local version is 1.4.1.2 (only in our internal maven repository).