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an image showing the MCP server getting confused by approved but ultimately malicous calls that exploit AI and MCPs

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Semantic Execution Abuse: The Attack Your MCP Stack Can’t See

Nothing Broke. That’s the Problem.

Modern security stacks validate identity and permissions but miss intent. Semantic Execution Abuse (SEA) defines a new class of attacks exploiting that gap in agentic AI systems. Nothing breaks, and that’s exactly the problem.

By Skyler Butler  |  April 3, 2026

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