mcp-for-your-app

Audit an app codebase for MCP + analytics + onboarding readiness AND MCP security posture, and produce an honest readiness scorecard as Markdown. Answers one question: is this app instrumented so an AI can actually SEE the funnel and help you act on it, without leaking data doing it? Use whenever someone asks "is my app ready for an MCP / for AI to help me improve onboarding", "audit my analytics", "readiness score", "can an agent reach my activation data", "is my MCP server safe / leaking", or points this skill at a repo and asks how instrumented it is. Works on any codebase (RN/Expo, web, backend); product-neutral checks.

Design and build a safe, useful MCP server that exposes your app's own data (analytics, funnel, revenue, crashes) to an AI assistant: read-only, least-privilege, AI-consumable. Use when someone asks "how do i build an MCP server for my app", "expose my analytics/funnel to my AI", "make my app's data reachable by Claude/Cursor", "wire an MCP over my backend", or "MCP security best practices". Enforces a security layer (read-only, field allowlist, no secrets in tool output, aggregate-not-row-level) and usability rules (Markdown output, few well-named tools) so the server helps without leaking.