If you're iterating on Jetpack Compose UIs with an AI coding agent, this bridges the gap between "change that button" and actually editing the right composable. Point at any UI element in a debug build, annotate what you want changed, and the MCP server hands your agent a structured prompt with screenshot bounds, semantics context, and ranked source file candidates with line numbers and confidence scores. It exposes tools like fixthis_open_feedback_console and fixthis_list_drafts, runs entirely local over ADB, and works with Claude Desktop, Cursor, or any agent that accepts the exported markdown. Useful when your screen has dozens of list items or visually identical cards and you need the agent to edit the actual call site instead of guessing from pixels.
claude mcp add --transport stdio beyondwin-fixthis uvx fixthis