> 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.lazy-mac.com/data-transform/mcp

Last observed: 2026-10-02T08:37:17.502Z
Recorded as: OK
Transport: streamable-http
Observations held: 58
Published: yes

## Observations

| Observed | Snapshot | Recorded as | Detail | Latency ms | Tools | Tool schema fingerprint |
|---|---|---|---|---|---|---|
| 2026-08-06T17:30:55.343Z | REL-SNAP-002 | OK | - | 30 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-07T08:16:46.255Z | REL-SNAP-003 | OK | - | 28 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-08T09:57:35.070Z | REL-SNAP-004 | OK | - | 33 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-09T08:40:09.366Z | REL-SNAP-005 | OK | - | 38 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-10T08:34:59.370Z | REL-SNAP-006 | OK | - | 38 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-11T08:39:35.560Z | REL-SNAP-007 | OK | - | 31 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-12T08:38:48.244Z | REL-SNAP-008 | OK | - | 69 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-13T08:33:50.546Z | REL-SNAP-009 | OK | - | 34 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-14T08:43:16.580Z | REL-SNAP-010 | OK | - | 33 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-15T08:34:04.629Z | REL-SNAP-011 | OK | - | 32 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-16T08:34:45.070Z | REL-SNAP-012 | OK | - | 82 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-17T09:42:22.380Z | REL-SNAP-013 | OK | - | 30 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-18T08:34:01.239Z | REL-SNAP-014 | OK | - | 36 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-19T08:30:12.259Z | REL-SNAP-015 | OK | - | 52 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-20T08:38:41.856Z | REL-SNAP-016 | OK | - | 52 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-21T08:54:30.541Z | REL-SNAP-017 | OK | - | 46 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-22T08:31:40.995Z | REL-SNAP-018 | OK | - | 52 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-23T09:32:50.758Z | REL-SNAP-019 | OK | - | 45 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-24T08:34:58.625Z | REL-SNAP-020 | OK | - | 43 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-25T08:35:19.053Z | REL-SNAP-021 | OK | - | 46 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-26T08:31:37.845Z | REL-SNAP-022 | OK | - | 44 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-27T08:43:38.573Z | REL-SNAP-023 | OK | - | 48 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-28T08:43:07.872Z | REL-SNAP-024 | OK | - | 50 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-29T08:32:55.943Z | REL-SNAP-025 | OK | - | 64 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-30T08:34:57.078Z | REL-SNAP-026 | OK | - | 55 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-08-31T08:37:24.198Z | REL-SNAP-027 | OK | - | 45 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-01T08:32:42.531Z | REL-SNAP-028 | OK | - | 49 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-02T08:41:01.010Z | REL-SNAP-029 | OK | - | 44 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-03T09:02:40.527Z | REL-SNAP-030 | OK | - | 47 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-04T08:47:45.297Z | REL-SNAP-031 | OK | - | 47 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-05T08:34:40.617Z | REL-SNAP-032 | OK | - | 46 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-06T08:47:24.426Z | REL-SNAP-033 | OK | - | 51 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-07T08:58:06.132Z | REL-SNAP-034 | OK | - | 55 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-08T08:51:19.879Z | REL-SNAP-035 | OK | - | 47 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-09T08:48:42.006Z | REL-SNAP-036 | OK | - | 60 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-10T08:43:09.106Z | REL-SNAP-037 | OK | - | 45 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-11T08:42:02.307Z | REL-SNAP-038 | OK | - | 49 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-12T08:34:34.757Z | REL-SNAP-039 | OK | - | 51 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-13T09:01:43.182Z | REL-SNAP-040 | OK | - | 46 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-14T09:00:50.832Z | REL-SNAP-041 | OK | - | 55 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-15T08:51:52.188Z | REL-SNAP-042 | OK | - | 60 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-16T09:10:25.736Z | REL-SNAP-043 | OK | - | 68 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-17T08:53:06.252Z | REL-SNAP-044 | OK | - | 57 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-18T08:51:03.903Z | REL-SNAP-045 | OK | - | 50 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-19T08:39:23.044Z | REL-SNAP-046 | OK | - | 47 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-20T08:52:32.057Z | REL-SNAP-047 | OK | - | 46 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-21T08:32:04.650Z | REL-SNAP-048 | OK | - | 54 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-22T08:50:50.894Z | REL-SNAP-049 | OK | - | 48 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-23T09:13:29.519Z | REL-SNAP-050 | OK | - | 57 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-24T09:06:24.168Z | REL-SNAP-051 | OK | - | 50 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-25T09:07:42.837Z | REL-SNAP-052 | OK | - | 55 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-26T08:44:43.685Z | REL-SNAP-053 | OK | - | 53 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-27T08:57:40.458Z | REL-SNAP-054 | OK | - | 52 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-28T09:11:28.352Z | REL-SNAP-055 | OK | - | 73 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-29T08:59:04.576Z | REL-SNAP-056 | OK | - | 61 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-09-30T09:03:08.689Z | REL-SNAP-057 | OK | - | 72 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-10-01T08:40:56.799Z | REL-SNAP-058 | OK | - | 49 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |
| 2026-10-02T08:37:17.502Z | REL-SNAP-059 | OK | - | 45 | 10 | e52ec327d1eb3f694c4250dafdf35b7df5a44f7f9968def08969836294406bc7 |

## Identity

Record key: api.lazy-mac.com/data-transform/mcp (the normalised endpoint observed)
Registry names (not anchored — no inclusion proof reaches this field): io.github.lazymac2x/data-transform (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: data-transform-api (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.