I'm not an expert, but my understanding of the space is that Dependabot shows vulnerabilities in direct dependencies of a repo.
After reading greysteil's sibling comment, though, I wonder if something like Snyk does everything I mentioned. Operate at the level of container images and also detect vulnerabilities in indirect dependencies.