Hello Gavin,
-- The command prompt is needed to set up and configure the proxy. You can subsequently connect using this proxy's services without CLI, all directly from your apps on your headless server, as described in the "Connecting to Cloud SQL from External Applications" information page.
An excellent reply by Alex Martelli to a stackoverflow question seems to provide an overall view and details on what you attempt to do: "Connect to google cloud sql from local development server".
You are most welcome to come back with more specific questions.
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