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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.
JMrTools, is inspired by the MrTools Perl Project (Written by Robert Marino). This JAVA project implements ssh telnet, scp, rsync, sftp, ftp, and stdio. Providing execution/transfer of commands, script, or files on Multiple hosts concurrently.