I changed the wp-config.php file to use MySQL user with *ALL* privileges.
Then, I reinstalled this plugin. However, the problem still appears.
Is there any "debug" mode which would show me raw error?
Example of raw error what I want to get:
Access denied for user 'someone'@'somepc' [Using password: YES]