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Kubrick is part of the KDE project http://www.kde.org/.
Kubrick can be found on the download site of the KDE project.
For detailed information on how to compile and install KDE applications see Building and Running KDE Software From Source
Since KDE uses cmake you should have no trouble compiling it. Should you run into problems please report them to the KDE mailing lists.
Kubrick uses OpenGL 3-D graphics and requires the GL and GLU libraries. These are available with most Linux® distributions and are often installed by default.