Download all files in a path on Jupyter notebook server

Try running this as separate cell in one of your notebooks:

!tar chvfz notebook.tar.gz *

If you want to cover more folders up the tree, write ../ before the * for every step up the directory. The file notebook.tar.gz will be saved in the same folder as your notebook.