> 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.

# ailm.gtfo.dev/mcp

Last observed: 2026-10-02T08:47:27.417Z
Recorded as: AUTH_REQUIRED (http_403)
Transport: streamable-http
Observations held: 58
Published: yes

## Observations

| Observed | Snapshot | Recorded as | Detail | Latency ms | Tools | Tool schema fingerprint |
|---|---|---|---|---|---|---|
| 2026-08-06T17:46:08.224Z | REL-SNAP-002 | OK | - | 36 | 1 | cca06f1de9dee072ddf306375138e2134f7caf7b238af2eb258d42bbc11a49ac |
| 2026-08-07T08:32:13.302Z | REL-SNAP-003 | OK | - | 35 | 1 | cca06f1de9dee072ddf306375138e2134f7caf7b238af2eb258d42bbc11a49ac |
| 2026-08-08T10:13:31.450Z | REL-SNAP-004 | OK | - | 83 | 1 | cca06f1de9dee072ddf306375138e2134f7caf7b238af2eb258d42bbc11a49ac |
| 2026-08-09T08:55:09.095Z | REL-SNAP-005 | OK | - | 64 | 1 | cca06f1de9dee072ddf306375138e2134f7caf7b238af2eb258d42bbc11a49ac |
| 2026-08-10T08:51:10.908Z | REL-SNAP-006 | OK | - | 59 | 1 | cca06f1de9dee072ddf306375138e2134f7caf7b238af2eb258d42bbc11a49ac |
| 2026-08-11T08:55:42.436Z | REL-SNAP-007 | OK | - | 67 | 1 | cca06f1de9dee072ddf306375138e2134f7caf7b238af2eb258d42bbc11a49ac |
| 2026-08-12T08:54:37.317Z | REL-SNAP-008 | OK | - | 76 | 1 | cca06f1de9dee072ddf306375138e2134f7caf7b238af2eb258d42bbc11a49ac |
| 2026-08-13T08:48:57.757Z | REL-SNAP-009 | OK | - | 65 | 1 | cca06f1de9dee072ddf306375138e2134f7caf7b238af2eb258d42bbc11a49ac |
| 2026-08-14T09:00:53.100Z | REL-SNAP-010 | OK | - | 62 | 1 | cca06f1de9dee072ddf306375138e2134f7caf7b238af2eb258d42bbc11a49ac |
| 2026-08-15T08:50:44.587Z | REL-SNAP-011 | OK | - | 152 | 1 | cca06f1de9dee072ddf306375138e2134f7caf7b238af2eb258d42bbc11a49ac |
| 2026-08-16T08:51:44.375Z | REL-SNAP-012 | OK | - | 110 | 1 | cca06f1de9dee072ddf306375138e2134f7caf7b238af2eb258d42bbc11a49ac |
| 2026-08-17T11:23:26.808Z | REL-SNAP-013 | OK | - | 69 | 1 | cca06f1de9dee072ddf306375138e2134f7caf7b238af2eb258d42bbc11a49ac |
| 2026-08-18T08:50:36.683Z | REL-SNAP-014 | OK | - | 68 | 1 | cca06f1de9dee072ddf306375138e2134f7caf7b238af2eb258d42bbc11a49ac |
| 2026-08-19T08:42:13.758Z | REL-SNAP-015 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-08-20T08:50:35.118Z | REL-SNAP-016 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-08-21T09:06:25.741Z | REL-SNAP-017 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-08-22T08:43:25.534Z | REL-SNAP-018 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-08-23T09:44:40.025Z | REL-SNAP-019 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-08-24T08:46:47.238Z | REL-SNAP-020 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-08-25T08:48:40.516Z | REL-SNAP-021 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-08-26T08:44:46.350Z | REL-SNAP-022 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-08-27T08:57:08.454Z | REL-SNAP-023 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-08-28T08:55:50.677Z | REL-SNAP-024 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-08-29T08:45:28.946Z | REL-SNAP-025 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-08-30T08:47:29.245Z | REL-SNAP-026 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-08-31T08:50:03.522Z | REL-SNAP-027 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-01T08:45:51.460Z | REL-SNAP-028 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-02T08:53:08.480Z | REL-SNAP-029 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-03T09:15:16.415Z | REL-SNAP-030 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-04T09:01:57.638Z | REL-SNAP-031 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-05T08:49:11.497Z | REL-SNAP-032 | TLS_FAIL | post_rejected | - | - | - |
| 2026-09-06T09:00:07.069Z | REL-SNAP-033 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-07T09:12:43.810Z | REL-SNAP-034 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-08T09:05:46.563Z | REL-SNAP-035 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-09T09:00:25.594Z | REL-SNAP-036 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-10T08:54:20.544Z | REL-SNAP-037 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-11T08:53:27.909Z | REL-SNAP-038 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-12T08:46:00.647Z | REL-SNAP-039 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-13T09:13:12.806Z | REL-SNAP-040 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-14T09:12:34.973Z | REL-SNAP-041 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-15T09:04:25.377Z | REL-SNAP-042 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-16T09:23:47.691Z | REL-SNAP-043 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-17T09:06:39.235Z | REL-SNAP-044 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-18T09:03:17.150Z | REL-SNAP-045 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-19T08:50:46.324Z | REL-SNAP-046 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-20T09:04:47.966Z | REL-SNAP-047 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-21T08:44:46.566Z | REL-SNAP-048 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-22T09:02:09.585Z | REL-SNAP-049 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-23T09:24:40.239Z | REL-SNAP-050 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-24T09:18:16.008Z | REL-SNAP-051 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-25T09:18:03.990Z | REL-SNAP-052 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-26T08:55:15.905Z | REL-SNAP-053 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-27T09:07:49.446Z | REL-SNAP-054 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-28T09:22:03.159Z | REL-SNAP-055 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-29T09:09:33.673Z | REL-SNAP-056 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-09-30T09:13:43.073Z | REL-SNAP-057 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-10-01T08:51:06.140Z | REL-SNAP-058 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-10-02T08:47:27.417Z | REL-SNAP-059 | AUTH_REQUIRED | http_403 | - | - | - |

## Identity

Record key: ailm.gtfo.dev/mcp (the normalised endpoint observed)
Registry names (not anchored — no inclusion proof reaches this field): dev.gtfo/mcp-killchain-stage1-weather (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.