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Add the server

Edit ~/.gemini/settings.json:
Gemini CLI uses httpUrl for a streamable HTTP server like Hive. It also accepts url, but that selects its SSE transport, which is not what you want here. serverUrl is a Windsurf key and will not work.
Complete OAuth in the browser when the server first connects.

Verify

Restart the CLI and ask for a live price. If the server does not load, check the JSON parses and that you used httpUrl.