Product Hunt

TrackMCP

Discovered On Sep 4, 2026

Primary Metric 80

Google Analytics for MCP Servers

TrackMCP shows who is using your MCP server, what they are trying to do, whether the work gets done, and where to improve. All from one line of code.

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Developer & User Discourse

[Redacted] • Sep 4, 2026

do u log the tool arguments or only tool names? args carry a lot of user text, but where does the job stop is hard to answer without them

[Redacted] • Sep 4, 2026

Congrats! I can see this being useful for debugging weird MCP behavior.

[Redacted] • Sep 4, 2026

What I can't see is whether the result was any good. A tool returns 200 with an empty array, the agent carries on and answers anyway, so my success rate looks healthy while the answer is wrong. The signal I'd want is what happened in the next turn: did the model retry the same tool, switch to a different one, or quietly ignore what came back. That's the gap between a server that responds and one that works.

[Redacted] • Sep 1, 2026

Hey PH 👋

I kept seeing people build MCP servers, but once it went live, they had no clear view of how it is being used.

So I built TrackMCP to answer these questions:

🔸 Who is using my MCP server?
🔸 Which AI clients connect and how many are new or keep coming back?
🔸 What are they trying to do? Which tools do they use, in what order?
🔸 Does the work get done?
🔸 Where does the job stop?

Add one line to your server. TrackMCP takes care of the rest, and your data shows up in the dashboard right away.

We also has an MCP repository. If you’re building an MCP server, list it there, it’s free.

Would love to hear from people building MCP servers: what are you currently unable to see?

- Krishna