A couple of months ago I wrote about scaling MCP servers behind App Service’s built-in load balancer . The trick back then was to lean on stateless HTTP transport so any instance could serve any request — and to make sure you turned off ARR affinity so the load balancer was actually free to spread traffic around. That post still works.