MCP Server User Analytics

[naji247]

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• Protocol Specification
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• Server Implementation
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Your Question

Hey guys, sorry if this is answered somewhere. I really tried to look (~30 mins)!

Maybe I'm a bit early to this issue, but I'm working on an MCP server and I'm trying to figure out how best to solve a user analytics problem. I'm trying to answer some questions about how to derive the user journey.

For example:

1. What was the user trying to do as part of this tool call?
2. What were the messages sent to the client as part of this tool call? (maybe like the last 3 messages)

The only way to do this right now for an MCP Implementation would require "ownership" of the MCP Client and manually publish that data somehow to the MCP Server in a standardized way. Looking for any thoughts or suggestions!

[olaservo]

One simple option for this might be passing the context around user intent or recent messages through your tool arguments. I think you could potentially provide instructions to the client/host in the tool description and/or in other instructions from the server.

Note that since you'd be passing user data back to your system, you'd obviously need to ensure the user is clearly informed and that you're protecting any information being passed to a server this way.