I wrote a desktop application (works on Linux, macOS and Windows) to use your Kindle dictionaries (either azw or mobi format). To start using it just put your dictionaries under $HOME/Dictionaries and they'll be available in the UI.
I hope you find it useful. Any feedback/testing is welcome.