MCP VerifyThe rating layer for AI agents

agent-hub-tw.panda198271.workers.dev/mcp

Graded A by MCP Verify under grade/v1, sealed in snapshot REL-SNAP-084 on 27 October 2026. Recorded reachable in 31 of 31 observations since 27 September 2026.

The record behind itOne mark per snapshot, and every grade sealed along the way.

grade/v1
sealed in REL-SNAP-084

Sealed grades: UNGRADED from REL-SNAP-054 to REL-SNAP-066, A from REL-SNAP-067 to REL-SNAP-084.

  • Reachable
  • Reachable, asked to sign in or pay
  • Not reachable
  • Not observed
Transport
streamable-http
Tools listed
174
Tool schema fingerprint
33bbe5ed68a920a3…changed 7 times on the record
Name reported by the server
agent-hub-twself-reported, never used as identity
Registry names (not anchored)
dev.workers.panda198271.agent-hub-tw/agent-hubas the registry listed it; not covered by the chain
First and last observed
27 Sep 2026 to 27 Oct 2026

Observations

Newest first. Each row is a separate look, not a summary.

Observed (UTC)SnapshotRecorded asLatencyToolsTool schema
2026-10-27 09:27REL-SNAP-084OK128 ms17433bbe5ed68a920a3…
2026-10-26 09:26REL-SNAP-083OK94 ms1634810be83ff0eb5ec…
2026-10-25 09:24REL-SNAP-082OK90 ms17433bbe5ed68a920a3…
2026-10-24 09:23REL-SNAP-081OK94 ms17433bbe5ed68a920a3…
2026-10-23 10:35REL-SNAP-080OK95 ms17433bbe5ed68a920a3…
2026-10-22 10:10REL-SNAP-079OK62 ms17433bbe5ed68a920a3…
2026-10-21 09:53REL-SNAP-078OK138 ms17433bbe5ed68a920a3…
2026-10-20 10:21REL-SNAP-077OK91 ms17433bbe5ed68a920a3…
Show all 31 observations
2026-10-19 10:32REL-SNAP-076OK117 ms17433bbe5ed68a920a3…
2026-10-18 09:33REL-SNAP-075OK83 ms17433bbe5ed68a920a3…
2026-10-17 09:32REL-SNAP-074OK118 ms17433bbe5ed68a920a3…
2026-10-16 09:44REL-SNAP-073OK57 ms17433bbe5ed68a920a3…
2026-10-15 09:48REL-SNAP-072OK74 ms17433bbe5ed68a920a3…
2026-10-14 09:55REL-SNAP-071OK50 ms17433bbe5ed68a920a3…
2026-10-13 09:57REL-SNAP-070OK61 ms17433bbe5ed68a920a3…
2026-10-12 10:39REL-SNAP-069OK46 ms17433bbe5ed68a920a3…
2026-10-11 09:32REL-SNAP-068OK67 ms17433bbe5ed68a920a3…
2026-10-10 09:32REL-SNAP-067OK49 ms17433bbe5ed68a920a3…
2026-10-09 09:36REL-SNAP-066OK64 ms17433bbe5ed68a920a3…
2026-10-08 09:47REL-SNAP-065OK47 ms17433bbe5ed68a920a3…
2026-10-07 09:58REL-SNAP-064OK58 ms17433bbe5ed68a920a3…
2026-10-06 09:34REL-SNAP-063OK50 ms17433bbe5ed68a920a3…
2026-10-05 10:23REL-SNAP-062OK51 ms17433bbe5ed68a920a3…
2026-10-04 09:50REL-SNAP-061OK57 ms1648ce51d408d9d0032…
2026-10-03 09:44REL-SNAP-060OK66 ms135c957378ca4e16cbd…
2026-10-02 09:41REL-SNAP-059OK55 ms135c957378ca4e16cbd…
2026-10-01 09:45REL-SNAP-058OK60 ms135f7a0cce46e40a009…
2026-09-30 10:10REL-SNAP-057OK50 ms135f7a0cce46e40a009…
2026-09-29 10:06REL-SNAP-056OK66 ms135f7a0cce46e40a009…
2026-09-28 10:20REL-SNAP-055OK60 ms1294d36fea9a00a681f…
2026-09-27 10:05REL-SNAP-054OK48 ms122470d5f60534f7c64…

Checking this record

Each observation above is a leaf of the merkle root published with its snapshot. A proof shows a record is in the archive. It does not show the measurement is correct.

Latest root, REL-SNAP-084

ed182ac44848117a98c9536eabbd63d33a756c4db072812094c742e3fa1fdef6

Published at

gist.github.com/181cc5f4834e0a4f812acde9a5efdb95

Is agent-hub-tw.panda198271.workers.dev/mcp reliable?
Its sealed grade is A (grade/v1, sealed in REL-SNAP-084). Grades run from A to F by how consistently an endpoint was recorded reachable. A grade describes the record; it is not a guarantee.
When was it last checked?
27 October 2026, in snapshot REL-SNAP-084, where it was recorded as OK.
Has its tool list changed?
Yes. Its tool schema fingerprint changed 7 times on the record. Each change is dated in the observations below.