“This [local webserver] is a workaround to a change introduced in Safari 12 that requires a user to confirm that they want to start the Zoom client prior to joining every meeting.”

https://blog.zoom.us/wordpress/2019/07/08/response-to-video-...

According to Zoom the intended purpose of the local webserver is specifically to avoid the confirmation step.