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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.
This project under the flagname Neptune aims at generating the scripts that run under UNIX to produce numerical data to model earth data over various epochs from Big Bang till the present day.