Analgesics. Acetaminophen (Tylenol, others) may ease the pain and stiffness caused by fibromyalgia. However, its effectiveness varies. Tramadol (Ultram) is a prescription pain reliever that may be taken with or without acetaminophen. Your doctor may recommend nonsteroidal anti-inflammatory drugs (NSAIDs) — such as ibuprofen (Advil, Motrin, others) or naproxen sodium (Aleve, others) — in conjunction … Read more