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Making Magic with MCP: From Data Retrieval to Real Analysis and Insights


Jellyfish's MCP server allows Jamie Newcomb, Head of Product Ops & Delivery at Ably, to move beyond data retrieval to in depth analysis and insights. Learn more here.

I then tested more specific queries, asking “How does PR cycle time compare within the xyz team for April?” The results went far beyond a simple data dump: Individual PR cycle times were listed for each team member The AI provided contextual explanations for why each person’s metrics might look the way they did It identified patterns, noting that certain team members had higher PR review counts Most remarkably, it correctly inferred these were likely tech leads carrying a heavier review burden Single conversational interface alongside existing dashboards Natural language queries for users who prefer this interaction style Contextual insights generated automatically Connected analysis across previously siloed systems

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