Treatment of kidney stone pain is mainly about pain relief and treatment of blockages in the urinary tract. Your doctor will prescribe medications to relieve kidney stone pain such as non-steroidal anti-inflammatory drugs, antispasmodics, and muscle relaxants. If these drugs don't work, your doctor may consider intravenous morphine to relieve the pain.