Malicious MCP Server Detection on Curated MCP Server Dataset (sampled)
98.4PrecisionConnor
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ConnorBase LLM=GPT-52026.04 | 98.4 | 91.1 | 94.6 | |
| AI-Infra-GuardBase LLM=GPT-52026.04 | 81.8 | 91 | 86.2 | |
| MCPScanBase LLM=GPT-52026.04 | 75 | 69.4 | 72.1 | |
| MCP-Scan2026.04 | 60.5 | 58.2 | 59.3 |