Reducing redundant dyes in the production of colored silk is essential for environmental sustainability. This study aims to innovate silk dyeing processes by employing molecular docking techniques to screen a library of dyes with specific physical properties. For the first time, we identified Acid Blue 25 (Chemical Identifier, CID 22916) and Metanil Yellow (CID 11490) as cost-effective blue and yellow dyes, respectively, that enable the production of intrinsically colored silk by feeding dye-modified mulberry leaves to silkworms. Both dyes demonstrated high selective binding to silk fibroin and retained excellent color performance after degumming. Secondary structural analysis revealed that Acid Blue 25 enhanced mechanical properties by increasing β-sheet content, whereas Metanil Yellow did not. Furthermore, fluorescence spectroscopy indicated that Acid Blue 25 and Metanil Yellow effectively quenched the intrinsic fluorescence of silk fibroin primarily through static quenching, with Acid Blue 25 exhibiting a higher binding constant and more negative binding free energy. Classic molecular dynamic (cMD) simulations revealed that the extensive interaction network of Acid Blue 25, compared to Metanil Yellow, creates a thermodynamically favorable environment for dye-complex binding and stability. Overall, the combined application of virtual screening and the feeding method supports a highly cost-effective and environmentally friendly silk dyeing strategy, with the potential for scaling up in industrial applications.