Vulnerability Detection on Vulnerable MCP Server Dataset
120True PositivesVIPER-MCP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VIPER-MCP2026.05 | 120 | 10 | 130 | 7.7 | |
| MCPSafetyScanner2026.05 | 47 | 83 | 130 | 63.8 | |
| Cisco AI Defense2026.05 | 35 | 95 | 130 | 73.1 |
| Method | Links | ||||
|---|---|---|---|---|---|
| VIPER-MCP2026.05 | 120 | 10 | 130 | 7.7 | |
| MCPSafetyScanner2026.05 | 47 | 83 | 130 | 63.8 | |
| Cisco AI Defense2026.05 | 35 | 95 | 130 | 73.1 |