I do this using CLion (which supports Python as well as C++). You can set up two different launch configurations for your program, one that launches it as a Python app and the other as a C++ app. Then if I need to debug the C++, I can launch it in debug using the C++ config and the graphical debugger will attach. The only downside is you can't step between Python and C++, but I'm not aware of any tool that lets you do that.
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