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Xonsh is probably what OP wants: https://github.com/xonsh/xonsh
If it helps there is already a system shell written in Java that can run Java code
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.