How do I find a list of all active members on my site?

The Member Reports can be found under Reporting Members Member Reports

The regular report type lets you choose which type of member to run a report on from the Report Type drop down menu

Choose 'Active Members' from the drop down menu.

Press the Display Report button to generate the report.