> NOTICE — Pre-launch build. Every record here is a dated observation of a real MCP endpoint operated by a third party, rendered from the published archive. Coverage is partial — the figures cover the snapshots in the export this build was made from, not the whole chain and not the whole ecosystem. Claims and badges are not open.

# liangsearch.aioniq.ai/mcp

Last observed: 2026-08-30T08:55:56.924Z
Recorded as: PROTOCOL_ERROR (fetch_failed)
Transport: streamable-http
Observations held: 25
Published: yes

## Observations

| Observed | Snapshot | Recorded as | Detail | Latency ms | Tools | Tool schema fingerprint |
|---|---|---|---|---|---|---|
| 2026-08-06T17:56:36.690Z | REL-SNAP-002 | OK | - | 688 | 6 | 46470870e2b73880965e49b61b447796388e276edca2a146c708edb003c13eda |
| 2026-08-07T08:42:46.607Z | REL-SNAP-003 | HTTP_5XX | http_502 | - | - | - |
| 2026-08-08T10:24:25.700Z | REL-SNAP-004 | PROTOCOL_ERROR | fetch_failed | - | - | - |
| 2026-08-09T09:05:32.687Z | REL-SNAP-005 | PROTOCOL_ERROR | fetch_failed | - | - | - |
| 2026-08-10T09:04:18.152Z | REL-SNAP-006 | PROTOCOL_ERROR | fetch_failed | - | - | - |
| 2026-08-11T09:07:30.127Z | REL-SNAP-007 | PROTOCOL_ERROR | fetch_failed | - | - | - |
| 2026-08-12T09:06:13.297Z | REL-SNAP-008 | PROTOCOL_ERROR | fetch_failed | - | - | - |
| 2026-08-13T08:59:39.858Z | REL-SNAP-009 | PROTOCOL_ERROR | fetch_failed | - | - | - |
| 2026-08-14T09:12:17.172Z | REL-SNAP-010 | PROTOCOL_ERROR | fetch_failed | - | - | - |
| 2026-08-15T09:02:52.051Z | REL-SNAP-011 | PROTOCOL_ERROR | fetch_failed | - | - | - |
| 2026-08-16T09:03:25.626Z | REL-SNAP-012 | PROTOCOL_ERROR | fetch_failed | - | - | - |
| 2026-08-17T11:34:06.280Z | REL-SNAP-013 | PROTOCOL_ERROR | fetch_failed | - | - | - |
| 2026-08-18T09:02:03.359Z | REL-SNAP-014 | PROTOCOL_ERROR | fetch_failed | - | - | - |
| 2026-08-19T08:50:30.659Z | REL-SNAP-015 | PROTOCOL_ERROR | fetch_failed | - | - | - |
| 2026-08-20T08:58:48.915Z | REL-SNAP-016 | PROTOCOL_ERROR | fetch_failed | - | - | - |
| 2026-08-21T09:14:25.893Z | REL-SNAP-017 | PROTOCOL_ERROR | fetch_failed | - | - | - |
| 2026-08-22T08:51:17.103Z | REL-SNAP-018 | PROTOCOL_ERROR | fetch_failed | - | - | - |
| 2026-08-23T09:52:15.651Z | REL-SNAP-019 | PROTOCOL_ERROR | fetch_failed | - | - | - |
| 2026-08-24T08:54:47.594Z | REL-SNAP-020 | PROTOCOL_ERROR | fetch_failed | - | - | - |
| 2026-08-25T08:56:39.118Z | REL-SNAP-021 | PROTOCOL_ERROR | fetch_failed | - | - | - |
| 2026-08-26T08:53:06.415Z | REL-SNAP-022 | PROTOCOL_ERROR | fetch_failed | - | - | - |
| 2026-08-27T09:05:54.761Z | REL-SNAP-023 | PROTOCOL_ERROR | fetch_failed | - | - | - |
| 2026-08-28T09:04:03.022Z | REL-SNAP-024 | PROTOCOL_ERROR | fetch_failed | - | - | - |
| 2026-08-29T08:54:02.399Z | REL-SNAP-025 | PROTOCOL_ERROR | fetch_failed | - | - | - |
| 2026-08-30T08:55:56.924Z | REL-SNAP-026 | PROTOCOL_ERROR | fetch_failed | - | - | - |

## Identity

Record key: liangsearch.aioniq.ai/mcp (the normalised endpoint observed)
Registry names (not anchored — no inclusion proof reaches this field): io.github.CalBearKen/ls-search (what the registry said when we swept it, as observed by us — not evidence that the registry was correct, that the name belongs to whoever registered it, or that it still resolves)
Name reported by the server: not reported (self-reported, unverified, never used as identity)

Each observation carries a merkle leaf in the snapshot it belongs to. The chain
establishes that a root existed by a given time; it does not establish that any
measurement is true.