AgenticMarketByteRay MCP is a remote MCP server that lifts compiled binaries -- ELFs, PEs, firmware blobs -- into structured, LLM-readable representations: decompiled pseudocode, SSA forms, control-flow graphs, call trees, cross-references, and taint analysis results. By translating raw machine code into formats an AI model can actually reason about, it enables any MCP-capable LLM to trace data flow from user input to dangerous sinks, walk control-flow paths, inspect sanitization patterns, and map the full attack surface of a binary -- effectively letting the LLM find zero-days on its own, no human reverse-engineering expertise required.
And the compact version:
ByteRay MCP lifts binaries into LLM-readable representations -- pseudocode, SSA, control-flow graphs, taint traces -- so any MCP-capable AI can reason about data flow, trace attack paths, and find zero-days autonomously.