Attachment URLs incomplete on remote server only
Can you check 


Check if base url in civicrm.settings.php file is set 'http://remotedomain.com/'.
Try setting home and siteurl in wp_options table to 'http://remotedomain.com/' (not needed for normal install). 


Cheers

Pradeep