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…
OpenGlad is an MCP project maintained in the tuguberk/openglad repository. The maintainer describes its purpose as “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…”. Read the project documentation for the complete scope.
The maintainer’s configuration uses https://openglad.tuguberk.dev/mcp. Check the project’s account and authentication instructions when adding the endpoint to your client.
Project documentation · Repository · Discovery listing. This profile records the public documentation checked on 2026-10-08.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| run_the_bet | Mega-pipeline combining Pattern Scan, Loss Simulation, and Revenue Gate. Start here for new ideas. |
| pattern_scan | Detects behavioral risk patterns (overbuilding drift, monetization avoidance, prestige bias). |
| loss_simulation | Generates 3-scenario failure predictions (best, likely, worst) with quantified expected loss. |
| revenue_gate | Locks building until clear monetization strategy is confirmed. Produces unlock tasks. |
| compare_ideas | Parallel multi-source analysis of 2-3 ideas with ranked comparison and single verdict. |
| analyze_market_trends | Overcrowding & entry risk filter. Detects tarpit ideas and late entry risks. |
| scan_reddit_trends | Broad trend scanner: sentiment, red flags, cautionary tales, and 6-12 month predictions. |
| Source | API |
| Public JSON (free, no key) | |
| GitHub | Public Search API (free, no key) |
| Polymarket | Gamma API (free, no key) |
| analyze_startup | Smart triage router. Auto-detects ideas vs metrics and routes accordingly. |
| analyze_execution_stability | Assesses development velocity, engineering risks, and technical debt. |
| analyze_revenue_health | Evaluates MRR/ARR trajectory, financial risks, churn, and unit economics. |
| analyze_burnout_risk | Detects burnout signals from work patterns, cognitive load, and focus entropy. |
| analyze_distribution_discipline | Measures marketing risks, output consistency, and funnel efficiency. |
| generate_full_diagnosis | Comprehensive system scan across all diagnostic dimensions. |
| Prompt | Description |
| run-the-bet | Full loss-prevention pipeline for a new idea. |
| market-check | Market saturation and trend analysis combining broad scan + focused analysis. |
| should-i-build | Quick friction check: pattern scan + revenue gate to determine if building is allowed. |
| analyze-startup | Guided startup analysis — triage and routing for ideas or metrics. |
{
"mcpServers": {
"openGlad": {
"command": "npx",
"args": [
"-y",
"mcp-remote",
"https://openglad.tuguberk.dev/mcp"
]
}
}
}From the project documentation. Replace placeholders and example paths before connecting.
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