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 Code
A workflow for finding missing product analytics and adding the needed event logging. It checks existing logs and database activity, identifies whether user value can be measured, and sets a time to collect data before analysis.
Skill Claude Code
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 Code
A comparison tool for checking a product’s current numbers against its previous report. It uses saved local snapshots of the same user data and measurement.