Vitamins for cracking knees and popping joints may not seem like the top priority when it comes to effective treatment, but they can improve joint function and relieve pain. These nutrients include glucosamine, chondroitin, MSM, bromelain, collagen, vitamin C, vitamin D, and omega-3 fatty acids.