Eggs can be both pro- and anti-inflammatory, depending on several factors. E.g. eggs are more likely to be pro-inflammatory in healthy individuals but might be beneficial for overweight people. Egg is also a common food allergen. Both inflammation and food allergy might cause joint pain, so some people might experience symptoms after eating eggs.