THC Hydra is a neat app that tries to bruteforce credentials using predefined wordlists for certain services (http/s, ftp, any major protocol). These are ubuntu debs of the app.
This comes with both the CLI version (hydra) and the GTK gui (xhydra).
Homepage: http://freeworld.thc.org/thc-hydra/