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TrackMCP Launches as 'Google Analytics for MCP Servers' and Lands Product Hunt's #9 Slot
Krishna Goyal launched TrackMCP on Product Hunt on 2026-09-04 (103 upvotes, #9 for the day), a one-line-install observability layer for MCP servers that tracks new versus returning clients, tool-call sequences, task completion rates, the exact points where workflows fail, and client latency and retry behavior, across Claude, Cursor, ChatGPT and custom clients with a free tier. The product exists because MCP server operators currently cannot see which AI client is calling them or why a chain broke. This is the analytics category re-forming one level down: the measured user is an agent, not a person.
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