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agent-trace-xray-mcp

v1.0.0

Published

X-ray your agent trace — turn a raw tool-call log into a decision tree, detect infinite loops, surface 5-Whys, and produce a one-paragraph postmortem in one MCP call.

Vulnerabilities

Powered byPowered by Snyk
  • 0High
  • 0Medium
  • 0Low

Links

Maintainers

lazymaclazymac

Keywords

mcpagenttracedebuginfinite-loopobservability

Readme

agent-trace-xray-mcp

The oncall MCP for broken agent runs.

Paste a tool-call log, get back a decision tree, cycle finding (the infinite-loop killer most agent frameworks lack), a 5-Whys chain rooted in the actual failure mode, and a one-paragraph postmortem. Heuristic, no LLM call, runs entirely in-process over stdio.

Tools

  • parse_trace — JSON / JSONL / object list → normalized steps + counts
  • decision_tree — ASCII tree of the agent's path
  • detect_cycles — exact-pattern + high-frequency cycle detection (severity tagged)
  • five_whys — heuristic 5-Whys chain picked from failure mode (cycle / error storm / terminal failure / efficiency drift)
  • summarize_trace — one-shot postmortem (the call you make first)

Install (Claude Code)

{
  "mcpServers": {
    "agent-trace-xray": {
      "command": "npx",
      "args": ["-y", "agent-trace-xray-mcp"]
    }
  }
}

Pricing

Free as MCP. Pro $19/mo on Gumroad for the hosted timeline UI + Slack/PagerDuty integration.

Contact: [email protected]