Digestive system diseases, such as gastritis, gastric ulcers, chronic liver disease, inflammatory bowel disease (IBD), and colorectal cancer, represent a major group of diseases that have high morbidity and death rates worldwide. Their incidence continues to rise owing to factors such as dietary structure changes, accelerated lifestyles, increased environmental pollution, and population aging. Despite the rapid development of the medical technology, the treatment of digestive diseases still faces many challenges, such as addressing drug-resistant Helicobacter pylori infections, treating IBD, and improving the efficacy of advanced gastrointestinal tumor therapies. Fortunately, the emergence of drug-releasing materials has provided new insights that can be used in the treatment of digestive disorders. Drug-releasing materials are a category of specially designed carriers or systems capable of carrying drugs and controlling their release at specific time intervals on demand to achieve the desired therapeutic effect. This article reviews recent research progress of drug-releasing materials used to diagnose and treat digestive disorders. First, the limitations of traditional oral drug delivery methods, such as low bioavailability and nonspecific distribution, are discussed. Second, different types of drug-releasing materials, such as liposomes, dendritic polymers, micelles, nanogels, inorganic nanoparticles, and extracellular vesicles, along with their advantages in terms of improved drug stability, biocompatibility, targeting, and controlled release, are outlined. In addition, the application strategies and preclinical findings of various drug release materials for different digestive disorders are discussed in detail. This Review could help researchers explore more advanced nanomaterials for personalized treatment of drug delivery for digestive disorders.