The Loss-Prevention Friction Engine for Founders
An AI-powered MCP server that stops you from building things nobody wants using clinical analytics, behavioral pattern scanning, and real-time Reddit market intelligence.
What is openGlad?
openGlad is a Model Context Protocol (MCP) server that acts as the ultimate friction engine for startups. It provides AI agents (Claude, Cursor, Windsurf, Le Chat, etc.) with specialized tools to enforce loss-prevention before you write a single line of code:
🛑 Loss-Prevention Pipeline — Runs behavioral pattern scans, 3-scenario failure predictions, and locks building until monetization is confirmed.
🔍 Market Reality Check — Fetches and analyzes real Reddit discussions across 11 entrepreneurship subreddits to detect overcrowding and entry risks.
📊 Startup Diagnostics — Evaluates execution stability, revenue health, burnout risk, and distribution discipline.
🩺 Clinical Triage — Objective, data-driven assessments with zero motivational fluff.
Think of it as an anti-delusion engine for your startup — designed to tell you 'no' before you waste months building the wrong thing.