Check out example codes for "access refused mysql xampp server". It will help you in understanding the concepts better.
Code Example 1
$cfg['Servers'][$i]['host'] = 'localhost';
and change it to
$cfg['Servers'][$i]['host'] = 'localhost:3307';
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