Studies generally say yes, though the particulars may vary from study to study. Certainly regular drip coffee helps, and some studies indicate that other types of coffee may also be beneficial.

The caffeine itself seems to be part of it, although other sources such as tea have confounding factors (e.g. tannins) that may limit their benefit. Coffee seems to have the clearest evidence of a consistent benefit.

Decaf coffee, if you're wondering, has less evidence in favor of it. The conventional wisdom from previous studies suggested that it should be less effective; however, at least one recent study reported a similar benefit to regular coffee.

Here’s a review that discusses a lot about caffeine and it’s metabolites effects. Generally, apparently, caffeine intake reduces fatty deposits in the liver as well as risk of hepatitis and cancers of the liver.

https://pubmed.ncbi.nlm.nih.gov/25291138/