Reporting is what we use MCP for.

We do social media community management ( https://trollwall.ai/mcp ) and our customers want to know what their followers are talking about - topics, sentiment, why are people angry, showing actual example comments, comparing to last month.. Having a conversation about this is much better UX than having dashboard or static report (.. your Claude can at the end even generate PDF report on what you talked about).

We tried to build different analytics screens for this and we always found out that different types of customers what their own angle. MCP, together with knowledge/memory of their own ChatGPT/Claude, allows them to super customize it for what they want and need.