Product analytics MCP server for early-stage startups: user behavior analysis, dot plots, aha moment discovery, retention curves, onboarding funnels, churn analysis — YC methodology, works with Claude Code & Cursor
Skill Claude CodeCodex
Find the product actions that aren't being logged and write the logging for them, then say how long to wait before the data can be analyzed. Use when the user has nothing to analyze yet, or when Dot Plot reports that no event in the data can serve as a value event: "add the tracking I'm missing", "추적 안 되는 거 심어줘", "we…
Skill Claude CodeCodex
Analyze a product's real users with Dot Plot: find the event data, pick the action that means "this user got value", and produce the dot plot report — aha moment, onboarding funnel, weekly retention, and what to do next. Use when the user asks anything general about how their users are doing: "analyze my product", "우리…
Skill Claude CodeCodex
Compare a product's current numbers with the previous Dot Plot report — what moved since last time, and whether the change is big enough to mean anything. Use when the user asks about change over time: "what changed since last time", "지난번 대비 어때", "did that fix work", "is retention improving", "compare with last week"…