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VSCode remote Jupyter Notebook - Access the remote jupyter shell in VSCode terminal

I can connect to a remote Jupyter Notebook server with a token from VSCode through the "Python: Specify Jupyter server URI" command from the Command Palette.

However, I couldn't find a way to do this: Access the remote server's terminal to run command-line Python code. Using the ! magic in cells itself is not useful as the command line code is interactive.

Is there a way to do this?

A little late and not sure if it's the answer you were looking for, but I personally prefer to access remote server's terminal from Windows Terminal, you can set a profile for your server as shown hereSSH in Windows Terminal

You can mix this with the extension Windows Terminal Integration for vscode

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