It’s very unlikely they’re pure caffeine. If it’s a pressed pill (versus a capsule) they’re definitely not. It needs binders to hold it together.

Yes should be on the box somewhere, they usually claim to add it to reduce bone loss. Example label: https://dailymed.nlm.nih.gov/dailymed/lookup.cfm?setid=0dbca...