openGlad is an MCP server that provides AI agents with tools for loss-prevention, market intelligence, and startup diagnostics using data from Reddit, Hacker News, GitHub, and Polymarket.
| Tool name | Description | Destructive? |
|---|---|---|
| analyze_startup | ✓ no | |
| analyze_execution_stability⚠ | ⚠ yes | |
| analyze_revenue_health | ✓ no | |
| analyze_burnout_risk | ✓ no | |
| analyze_distribution_discipline | ✓ no |
| generate_full_diagnosis | ✓ no | |
| run_the_bet⚠ | ⚠ yes | |
| pattern_scan | ✓ no | |
| loss_simulation | ✓ no | |
| revenue_gate | ✓ no | |
| analyze_market_trends | ✓ no | |
| scan_reddit_trends | ✓ no | |
| compare_ideas | ✓ no |