MCP Pitfall Lab operationalizes six pitfall classes across tool-metadata poisoning, puppet servers, and multimodal chains, showing that recommended hardening removes all Tier-1 static findings and that agent narratives mismatch traces in 63% of tested runs.
MCP security bench (MSB): Benchmarking attacks against model context protocol in LLM agents
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MCP Pitfall Lab: Exposing Developer Pitfalls in MCP Tool Server Security under Multi-Vector Attacks
MCP Pitfall Lab operationalizes six pitfall classes across tool-metadata poisoning, puppet servers, and multimodal chains, showing that recommended hardening removes all Tier-1 static findings and that agent narratives mismatch traces in 63% of tested runs.