My example use case is with a Jira MCP server.
I could prompt to describe the issue to me. In many cases, attachments like images can be extremely helpful. MCPs are also able to download these attachments into a temporary folder.
However, I have never been able to actually have the images shown in the chat - which I assume would be a fairly simple thing to implement.