This thread talks about ~0.3 seconds response time for the REST interface and Python via MMP is significantly faster than that.
So lets page @torchard and see what he can suggest for troubleshooting your setup… While we wait, are you using hostnames or IP addresses - as per that issue in the linked forum post.