There are both source files and binaries, for several Linux platforms, as well as for 64-bit Windows. More details can be found at the main
MP3 Diags download page.
How the uninstallation should proceed depends on how the program was installed. If you installed from sources with Install.sh, there is an Uninstall.sh. If you installed on Windows using the installer, you can use both the Control panel and the "Uninstall" entry created when MP3 Diags was installed. If you used a package manager on Linux, use the same thing. If you just copied binaries, remove the binaries.
Keep in mind that besides the executable, there are data files and settings. You probably created some data files, and if you are sure you no longer need them you should remove them manually. Note that the data files come in pairs. Although you only specify an ".ini" file when you start the program for the first time (or when you
create a new session), two files get created. The ".ini" only stores settings, while the actual data is stored in a file in the same directory and with the same name but with the extension ".dat".
Besides the ".ini" and ".dat" files, there is a small configuration file which is named ~/.config/Ciobi/Mp3Diags-unstable.conf on Linux and similar systems. That file should be removed as well if you want no trace of MP3 Diags left on your computer. (Of course, you lose your settings, should you want to reinstall MP3 Diags.) The corresponding place on Windows is the registry entry HKEY_CURRENT_USER\Software\Ciobi\Mp3Diags-unstable.
If you used shell integration, you should disable it before simply removing the program, so it won't leave garbage in your system. This is done automatically by the Windows uninstaller. You can do this manually by running the program with the "-u" parameter or by going to the
Shell integration configuration page and unchecking all the options there.