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analyze-mcp-server
Security scan passedAnalyze MCP server usage instrumented with Amplitude's MCP Analytics SDK: break usage and errors down by tool, read the…
Part of Amplitude Analytics Skills
by amplitude· Data & analyticsUnclaimed · Yours? Claim it
What analyze-mcp-server does
About
Analyze MCP server usage instrumented with Amplitude's MCP Analytics SDK: break usage and errors down by tool, read the rationales within each tool to see what callers are trying to do, and produce a prioritized write-up of actionable fixes. Use this skill whenever the user asks to understand how their MCP server is being used, what agents/users are trying to do with it, why tool calls are failing, what to fix or improve in their MCP server, or asks for an "MCP usage report", "tool error analysis", "intent analysis", "rationale clustering", or "MCP insights". Also trigger when the user mentions [MCP]-prefixed events, tool rationale, tool call errors, or just finished instrumenting their MCP server and wants to see what the data says. Requires the Amplitude MCP connector.
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