Tuguberk/openGlad
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 market intelligence.
Implements an MCP server deployed on Cloudflare Workers that integrates with AI clients (Claude, Cursor, etc.) via the Model Context Protocol, fetching real-time Reddit discussions across 11 entrepreneurship subreddits with 1-hour edge caching to power its loss-prevention pipeline. The toolset combines behavioral pattern scanning, 3-scenario failure simulations, market saturation analysis, and startup diagnostics (execution stability, revenue health, burnout risk, distribution discipline) to identify overcrowded ideas and hidden blindspots before code is written. No API keys required—Reddit data flows directly through public JSON endpoints, making it deployable as a serverless function or self-hosted worker.
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Language
TypeScript
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Last pushed
Mar 01, 2026
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