The poor intestinal health induced by management, stress, or infection remains a substantial challenge restricting the rapid development of the pig industry. Some natural plant bioactive components (NPBCs) have garnered considerable interest owing to their multifarious benefits, including enhancing intestinal morphology, digestion and absorption, barrier function, immune function, and regulating the gut microbiota. However, there are critical factors, such as the lack of standardized production technologies, lower stability and bioavailability, and unclear mechanisms of NPBCs, severely limiting their feeding efficacy and their application in animal production. Here, we conducted a comprehensive review of the recent advances regarding the impacts of NPBCs on pig gut health. Additionally, we highlighted the key areas that warrant further in-depth investigation. Taken together, NPBCs could be green, safe, and effective feed additives by constructively overcoming their limitations, and they are expected to have broader applications in animal husbandry.