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Malicious MCP servers can split theft instructions across tool descriptions and results, raising average compliance from 42% to 82% across 11 API-tested models. GPT-4o, Gemini 2.0 Flash, and Llama 3.3 70B jumped from 0% to 100% when split. ASSET Research Group calls the technique GhostSplice.
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