Note that the repository itself doesn't contain the binaries since this is a multi-platform project. If you download the Git repository, you still need the binary ...
To use this debugger as Arduino library, go to the arduino/library sub-folder. The avr-debugger is the Arduino library which you can copy to your Arduino libraries folders to use it. For more ...