This is what I did. And I did not port my number just to avoid problems.
Create a new APN with the following values:
APN Name: Straight Talk
MMS Proxy: 22.214.171.124
MMS Port: 80
Delete the current APN from your phone. Reboot your phone.
After I signed up that's what the website said to do.