> 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.

# api.libers.ai/mcp/libers-suite

Last observed: 2026-10-02T08:54:15.248Z
Recorded as: AUTH_REQUIRED (http_401)
Transport: streamable-http
Observations held: 58
Published: yes

## Observations

| Observed | Snapshot | Recorded as | Detail | Latency ms | Tools | Tool schema fingerprint |
|---|---|---|---|---|---|---|
| 2026-08-06T17:56:46.322Z | REL-SNAP-002 | HTTP_5XX | http_500 | - | - | - |
| 2026-08-07T08:42:56.517Z | REL-SNAP-003 | HTTP_5XX | http_500 | - | - | - |
| 2026-08-08T10:24:38.094Z | REL-SNAP-004 | HTTP_5XX | http_500 | - | - | - |
| 2026-08-09T09:05:45.650Z | REL-SNAP-005 | HTTP_5XX | http_500 | - | - | - |
| 2026-08-10T09:04:30.311Z | REL-SNAP-006 | HTTP_5XX | http_500 | - | - | - |
| 2026-08-11T09:07:42.246Z | REL-SNAP-007 | HTTP_5XX | http_500 | - | - | - |
| 2026-08-12T09:06:23.608Z | REL-SNAP-008 | HTTP_5XX | http_500 | - | - | - |
| 2026-08-13T08:59:49.054Z | REL-SNAP-009 | HTTP_5XX | http_500 | - | - | - |
| 2026-08-14T09:12:26.160Z | REL-SNAP-010 | HTTP_5XX | http_500 | - | - | - |
| 2026-08-15T09:03:01.833Z | REL-SNAP-011 | HTTP_5XX | http_500 | - | - | - |
| 2026-08-16T09:03:36.138Z | REL-SNAP-012 | HTTP_5XX | http_500 | - | - | - |
| 2026-08-17T11:34:16.494Z | REL-SNAP-013 | HTTP_5XX | http_500 | - | - | - |
| 2026-08-18T09:02:12.967Z | REL-SNAP-014 | HTTP_5XX | http_500 | - | - | - |
| 2026-08-19T08:50:39.798Z | REL-SNAP-015 | HTTP_5XX | http_500 | - | - | - |
| 2026-08-20T08:58:57.497Z | REL-SNAP-016 | HTTP_5XX | http_500 | - | - | - |
| 2026-08-21T09:14:33.831Z | REL-SNAP-017 | HTTP_5XX | http_500 | - | - | - |
| 2026-08-22T08:51:24.327Z | REL-SNAP-018 | HTTP_5XX | http_500 | - | - | - |
| 2026-08-23T09:52:23.555Z | REL-SNAP-019 | HTTP_5XX | http_500 | - | - | - |
| 2026-08-24T08:54:56.778Z | REL-SNAP-020 | HTTP_5XX | http_500 | - | - | - |
| 2026-08-25T08:56:46.642Z | REL-SNAP-021 | HTTP_5XX | http_500 | - | - | - |
| 2026-08-26T08:53:14.324Z | REL-SNAP-022 | HTTP_5XX | http_500 | - | - | - |
| 2026-08-27T09:06:04.623Z | REL-SNAP-023 | HTTP_5XX | http_500 | - | - | - |
| 2026-08-28T09:04:11.543Z | REL-SNAP-024 | HTTP_5XX | http_500 | - | - | - |
| 2026-08-29T08:54:10.098Z | REL-SNAP-025 | HTTP_5XX | http_500 | - | - | - |
| 2026-08-30T08:56:05.904Z | REL-SNAP-026 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-08-31T08:59:35.270Z | REL-SNAP-027 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-01T08:54:27.656Z | REL-SNAP-028 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-02T09:01:27.237Z | REL-SNAP-029 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-03T09:23:16.908Z | REL-SNAP-030 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-04T09:12:35.973Z | REL-SNAP-031 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-05T08:59:22.055Z | REL-SNAP-032 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-06T09:08:06.309Z | REL-SNAP-033 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-07T09:23:38.100Z | REL-SNAP-034 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-08T09:16:05.701Z | REL-SNAP-035 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-09T09:08:24.270Z | REL-SNAP-036 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-10T09:02:15.450Z | REL-SNAP-037 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-11T09:01:32.514Z | REL-SNAP-038 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-12T08:53:41.558Z | REL-SNAP-039 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-13T09:20:56.834Z | REL-SNAP-040 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-14T09:20:32.942Z | REL-SNAP-041 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-15T09:13:21.335Z | REL-SNAP-042 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-16T09:33:22.690Z | REL-SNAP-043 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-17T09:16:02.954Z | REL-SNAP-044 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-18T09:11:39.218Z | REL-SNAP-045 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-19T08:58:13.662Z | REL-SNAP-046 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-20T09:13:29.953Z | REL-SNAP-047 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-21T08:53:20.560Z | REL-SNAP-048 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-22T09:10:15.120Z | REL-SNAP-049 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-23T09:32:17.806Z | REL-SNAP-050 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-24T09:26:10.918Z | REL-SNAP-051 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-25T09:25:10.641Z | REL-SNAP-052 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-26T09:02:16.454Z | REL-SNAP-053 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-27T09:14:52.126Z | REL-SNAP-054 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-28T09:29:04.953Z | REL-SNAP-055 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-29T09:16:48.031Z | REL-SNAP-056 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-09-30T09:21:14.180Z | REL-SNAP-057 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-10-01T08:58:07.959Z | REL-SNAP-058 | AUTH_REQUIRED | http_401 | - | - | - |
| 2026-10-02T08:54:15.248Z | REL-SNAP-059 | AUTH_REQUIRED | http_401 | - | - | - |

## Identity

Record key: api.libers.ai/mcp/libers-suite (the normalised endpoint observed)
Registry names (not anchored — no inclusion proof reaches this field): ai.libers/libers-suite (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.