Unable to load URL when drupal is installed on a server
I know that deleting a module does not result in the URL not loading it simply removes the module from the Module List.


That's incorrect. If you delete a module without first disabling and uninstalling it, you could easily break the whole site. You're removing code that you've told the system exists when you installed the module, and it has no way to recover from that.

You should restore the deleted files temporarily, disable then uninstall the module properly with Drush, or through the UI, and only then should you delete the files.