An ice pack allows you to feel some temporary relief when your muscles are inflamed. 2 Take OTC pain relievers. To reduce inflammation in your neck, take “nonsteroidal anti-inflammatory drugs” (NSAIDs). Common NSAIDs include ibuprofen, naproxen, aspirin, and celecoxib, which are all availabl...