The subject disclosure is directed towards packaging, storing and distributing guidance packages, comprising management tool extension program code and associated metadata. In one aspect, a guidance package is packaged and stored in a storage repository. The repository is accessible through APIs or the like, which allow creating, reading, updating, and deleting of a guidance package. The interface set allows for searching among a plurality of guidance packages, including by searchable metadata in each guidance package.