The rhythmbox  desktop/server file has the following problems:
 - Lacks (valid?) X-GNOME-Bugzilla-Component (make sure to get the case exactly
right)
 - Lacks version information

Currently contains: general. Should be general (or just rename the component).

Full reason why this is needed:

Starting with Bug-Buddy 2.15.0 all programs wanting to make use of Bug-Buddy must have a .desktop file. Also the .desktop file must contain a few Bug-Buddy headers.

These are:
X-GNOME-Bugzilla-Bugzilla=GNOME <-- Mandatory
X-GNOME-Bugzilla-Product=XXX <--Mandatory
X-GNOME-Bugzilla-Component=YYY <-- Mandatory
X-GNOME-Bugzilla-OtherBinaries=ZZZ <-- Optional, only if you
application has several binaries
X-GNOME-Bugzilla-Version=X.Y.Z <-- Optional, but highly recommended. This should need expansion from configure script, so if you want this you need a
application.desktop.in.in to expand here @VERSION@
(application.desktop.in is used by intltool for translations).

This headers have actually been in use since 2002, except that Bug-Buddy 2.15.0 will now require:
a) A .desktop file containing at least the mandatory information
b) Given product and component MUST exist on bugzilla.gnome.org

Having the X-GNOME-Bugzilla-Version is optional, but highly recommended. The server will automatically change versions like 2.15.90 to 2.15.x, so this doesn't have to be changed in the .desktop file. I recommend keeping the real version in the desktop file as I might put this in a comment.

Users will only be able to fill in their email address and a 'What were you doing when the application crashed?'. Version information will not be possible to select anymore. This is why having the X-GNOME-Bugzilla-Version is highly recommended.

If you want Bug-Buddy support, but do not want your application to show up in the menus, use the following .desktop header:
NoDisplay=true