A new and streamlined Report Builder was released on October 16, 2024. It is supported on Mac, Windows, and web browsers.
This Legacy Report Builder add-in version still works. You can convert your legacy workbooks to the new Report Builder.
Explains how to pull Report Builder-published assets into Power BI Desktop
In the April 2017 update of Power BI Desktop, Microsoft released the ability to connect to datasets in the Power BI service. This feature allows you to create new reports off existing datasets you’ve already published to the cloud. You can leverage this feature to better collaborate and reduce duplicate efforts across your team.
In Power BI Desktop, go to File > Options and settings > Options > Preview features.
Enable Power BI Service Live Connection and click OK.
Restart Power BI Desktop.
Once you have restarted the desktop, go to Home > Get Data > More….
Search for and select Power BI service.
Under Microsoft Power BI service > My Workspace, select the dataset that you had previously published from Report Builder.
For more information, see Microsoft blog post.