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Stop vibe-debugging.
Plug Claude into your app's actual errors.
AppSignal's MCP server hands Claude, Cursor, or Zed your real errors, traces, and the deploy that shipped them. AI writes the fix; you review the diff.
Graphist uses PHP's GD library to produce data plots, in real time, served up as standard images for consumption by web pages (though such images could be saved for use in other document types).