Abstract: The Kingfisher feather craftsmanship is an intangible cultural heritage with great Chinese cultural significance, which occupies an important position in ancient high-grade clothing. Because the feather materials used do not meet the demands of the times, it is on the verge of dilemma. Through the substitution test of several natural feather materials and textile materials, this article delved into the transformation of design and innovative application of the Kingfisher feather craftsmanship based on the distinctive features of modern leather accessories. On this basis, it is proposed that the design and application of the Kingfisher feather craftsmanship need to be driven by consumption demands, highlighting fashionable attributes while endowing the products with a sense of story through the integration of intangible cultural elements. With this study, it is expected to provide thoughts and reference for the productive protection of Kingfisher feather craftsmanship in the field of leather products.