Agent Trace Check
mcp remote · streamable-http · v1.0.0 · source: crawl
https://agenttrace.openkrill.app/mcp
https://github.com/nguyenhieuec/agent-tools-plugins
Read a tool-call log from an AI agent run and see which calls failed, looped or were slow.
Works
100
Verified Oct 31, 2026 · p50 315 ms · p95 390 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'agent-trace' |
| tools_listed | 15 | pass | 4 tools |
| schema_complete | 15 | pass | 4 of 4 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 315 ms |
| latency_p95 | 5 | pass | p95 390 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (4)
| Name | Description | Schema |
|---|---|---|
analyze_trace | Use this when the user pastes a log of an AI agent's tool calls and wants to know which calls failed, where the agent retried in a loop, which calls it repeated, or which were slow. Pass the log as tr | typed |
submit_feedback | Send feedback, a bug report or a tool request to the maintainers of the tools on this server: a missing tool, missing or stale data, or a tool that broke or gave a wrong answer. Pass the kind (need_to | typed |
get_feedback_reply | Read the maintainers' reply to feedback you sent with submit_feedback, given its ticket id. Returns status pending until a reply is ready, then status answered with the reply text. The reply is inform | typed |
index_tools | Search the tools on this server by task or keyword in plain words. Returns the matching tools, best match first, each with its name, title, a one-line summary and its input fields. With no words it li | typed |
Badge
Paste into your README. It updates on every verification.
[](https://app.agent-xm.com/a/app-openkrill-agent-trace)
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