AMD has released the RGD MCP Server, an open-source tool that connects LLM coding agents (GitHub Copilot, Claude Code CLI) to AMD's Radeon GPU Detective crash analysis pipeline. Developers can point the tool at a .rgd crash dump file with a single natural-language prompt, and the LLM autonomously calls structured MCP tools to gather crash evidence — page fault data, resource timelines, execution markers, shader disassembly — then synthesizes a root-cause explanation and proposes a source-code fix, all without requiring debug symbols. Setup instructions are provided for both VS Code Copilot Chat and Claude Code CLI, along with best practices like using execution markers via the AGS library to improve analysis precision.
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IntroductionOverview: From a single prompt to a fix in source codeGetting startedSetup: VS Code CopilotSetup: Claude Code CLIUsing the toolFrom crash dump to root cause in minutes871 Impressions