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AI-powered Voice of Customer (VOC) engine built on MCP. Extract product insights & pain points from multi-platform comments.

Code-only MCP server: no hosted endpoint, so you install and run it yourself. It is not probed, graded or counted in our reachability statistics.

Get it

Run this server as a hosted endpoint? Submit the endpoint and it moves to the remote directory, where it is probed and graded.