The Jenkins JS Modules repository contains an obsolete JavaScript module bundle loader designed for Jenkins plugins, enabling CommonJS-style modularity and multiple framework library versions. It was created to modernize Jenkins' client-side JavaScript development by solving issues like lack of modularity, global scope pollution, and difficulty in testing. The project is now deprecated in favor of modern tools like NPM and Yarn, which Jenkins supports natively.