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Various compounds are marketed for adding to coffee for weight management or cognitive benefits. This article evaluates the evidence for the most common additions — MCT oil, collagen, L-theanine, protein powder, and EGCG — covering mechanisms, effect sizes, and whether adding them to coffee specifically changes their efficacy.