MaRSer can be downloaded from Sourceforge. It has a "dist" file, containing the binary as well source files and a jar file, with only the binary files. The latest version is 1.0. Click here to download.
You can try MaRSer by issuing:
$ java -jar marser_1.0.jar
Or by clicking twice under Windows.