If anyone stumbles upon this, logic apps now have a setting to turn on pagination. So within the HTTP call, you can go into the settings and set the desired threshold, so you no longer have to page through.

Additional details can be found here: https://learn.microsoft.com/en-us/azure/logic-apps/logic-apps-exceed-default-page-size-with-pagination