> 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/ai-cost-optimizer/mcp

Last observed: 2026-10-02T08:36:58.947Z
Recorded as: OK
Transport: streamable-http
Observations held: 58
Published: yes

## Observations

| Observed | Snapshot | Recorded as | Detail | Latency ms | Tools | Tool schema fingerprint |
|---|---|---|---|---|---|---|
| 2026-08-06T17:30:40.199Z | REL-SNAP-002 | OK | - | 123 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-07T08:16:32.791Z | REL-SNAP-003 | OK | - | 30 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-08T09:57:18.675Z | REL-SNAP-004 | OK | - | 186 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-09T08:39:54.429Z | REL-SNAP-005 | OK | - | 136 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-10T08:34:44.117Z | REL-SNAP-006 | OK | - | 124 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-11T08:39:19.083Z | REL-SNAP-007 | OK | - | 92 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-12T08:38:32.397Z | REL-SNAP-008 | OK | - | 184 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-13T08:33:35.900Z | REL-SNAP-009 | OK | - | 157 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-14T08:43:00.319Z | REL-SNAP-010 | OK | - | 238 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-15T08:33:48.825Z | REL-SNAP-011 | OK | - | 132 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-16T08:34:27.102Z | REL-SNAP-012 | OK | - | 163 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-17T09:42:05.956Z | REL-SNAP-013 | OK | - | 139 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-18T08:33:44.721Z | REL-SNAP-014 | OK | - | 175 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-19T08:29:55.449Z | REL-SNAP-015 | OK | - | 194 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-20T08:38:25.138Z | REL-SNAP-016 | OK | - | 196 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-21T08:54:14.161Z | REL-SNAP-017 | OK | - | 188 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-22T08:31:23.581Z | REL-SNAP-018 | OK | - | 221 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-23T09:32:34.527Z | REL-SNAP-019 | OK | - | 98 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-24T08:34:41.525Z | REL-SNAP-020 | OK | - | 97 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-25T08:35:02.422Z | REL-SNAP-021 | OK | - | 90 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-26T08:31:20.850Z | REL-SNAP-022 | OK | - | 178 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-27T08:43:22.350Z | REL-SNAP-023 | OK | - | 218 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-28T08:42:50.653Z | REL-SNAP-024 | OK | - | 183 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-29T08:32:38.704Z | REL-SNAP-025 | OK | - | 181 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-30T08:34:39.973Z | REL-SNAP-026 | OK | - | 211 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-08-31T08:37:06.979Z | REL-SNAP-027 | OK | - | 145 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-01T08:32:25.988Z | REL-SNAP-028 | OK | - | 59 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-02T08:40:43.036Z | REL-SNAP-029 | OK | - | 228 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-03T09:02:22.108Z | REL-SNAP-030 | OK | - | 181 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-04T08:47:28.188Z | REL-SNAP-031 | OK | - | 113 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-05T08:34:24.950Z | REL-SNAP-032 | OK | - | 101 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-06T08:47:07.365Z | REL-SNAP-033 | OK | - | 167 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-07T08:57:48.177Z | REL-SNAP-034 | OK | - | 259 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-08T08:51:01.608Z | REL-SNAP-035 | OK | - | 91 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-09T08:48:25.107Z | REL-SNAP-036 | OK | - | 131 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-10T08:42:51.432Z | REL-SNAP-037 | OK | - | 70 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-11T08:41:44.967Z | REL-SNAP-038 | OK | - | 203 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-12T08:34:17.129Z | REL-SNAP-039 | OK | - | 170 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-13T09:01:26.693Z | REL-SNAP-040 | OK | - | 66 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-14T09:00:32.113Z | REL-SNAP-041 | OK | - | 355 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-15T08:51:34.633Z | REL-SNAP-042 | OK | - | 134 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-16T09:10:09.098Z | REL-SNAP-043 | OK | - | 75 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-17T08:52:48.402Z | REL-SNAP-044 | OK | - | 71 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-18T08:50:46.991Z | REL-SNAP-045 | OK | - | 209 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-19T08:39:06.078Z | REL-SNAP-046 | OK | - | 157 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-20T08:52:14.562Z | REL-SNAP-047 | OK | - | 79 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-21T08:31:46.573Z | REL-SNAP-048 | OK | - | 160 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-22T08:50:33.680Z | REL-SNAP-049 | OK | - | 92 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-23T09:13:11.157Z | REL-SNAP-050 | OK | - | 235 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-24T09:06:06.844Z | REL-SNAP-051 | OK | - | 89 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-25T09:07:23.063Z | REL-SNAP-052 | OK | - | 245 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-26T08:44:26.376Z | REL-SNAP-053 | OK | - | 214 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-27T08:57:23.983Z | REL-SNAP-054 | OK | - | 166 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-28T09:11:10.264Z | REL-SNAP-055 | OK | - | 212 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-29T08:58:46.508Z | REL-SNAP-056 | OK | - | 318 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-09-30T09:02:51.624Z | REL-SNAP-057 | OK | - | 81 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-10-01T08:40:39.627Z | REL-SNAP-058 | OK | - | 379 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |
| 2026-10-02T08:36:58.947Z | REL-SNAP-059 | OK | - | 190 | 5 | 091b6bdfc8b182befc735e35d6699728cc7d52da84c33f7a1006502d3a33ea17 |

## Identity

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