Skip to content

MissingLink Command Line Interface for Accessing and Manipulating your AI Projects

The MissingLink CLI provides a fast and convenient way to access and manipulate your experiments using MissingLink infrastructure.

The MissingLink services and facilities are also accessible through the MissingLink API.

You can also access MissingLink services through API calls from Python scripts. For more information, see MissingLink API.


To install MissingLink CLI, run the following commands in the terminal:

sudo easy_install pip  # install pip if you have not yet
pip install missinglink

To verify that MissingLink CLI is successfully installed, run ml to see its usage.


MissingLink CLI is a self-updating package and will automatically upgrade to the latest version whenever you run it.


Before accessing your AI projects using MissingLink, you need to first receive authentication.

ml auth init

A browser opens for you to log in as when you log in to your Missing Link AI admin dashboard. After a successful login, you will be notified of success, for example "User authenticated. Close this tab and go back to the console."

In case you are running ml auth on machines without browsers, it is recommended to use the --disable-webserver flag. Instead of opening a browser, you will be given a URL and be prompted to enter a token. Using the URL on a different machine with a browser will provide the token that you need to enter.