> 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.

# unquant.ai/mcp

Last observed: 2026-08-30T09:00:47.663Z
Recorded as: OK
Transport: streamable-http
Observations held: 25
Published: yes

## Observations

| Observed | Snapshot | Recorded as | Detail | Latency ms | Tools | Tool schema fingerprint |
|---|---|---|---|---|---|---|
| 2026-08-06T18:04:02.632Z | REL-SNAP-002 | OK | - | 416 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |
| 2026-08-07T08:50:10.058Z | REL-SNAP-003 | OK | - | 396 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |
| 2026-08-08T10:31:58.825Z | REL-SNAP-004 | OK | - | 789 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |
| 2026-08-09T09:12:58.426Z | REL-SNAP-005 | OK | - | 391 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |
| 2026-08-10T09:12:13.023Z | REL-SNAP-006 | OK | - | 896 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |
| 2026-08-11T09:15:05.749Z | REL-SNAP-007 | OK | - | 404 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |
| 2026-08-12T09:13:42.982Z | REL-SNAP-008 | OK | - | 816 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |
| 2026-08-13T09:06:45.079Z | REL-SNAP-009 | OK | - | 395 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |
| 2026-08-14T09:20:06.588Z | REL-SNAP-010 | OK | - | 796 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |
| 2026-08-15T09:10:26.089Z | REL-SNAP-011 | OK | - | 771 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |
| 2026-08-16T09:11:13.481Z | REL-SNAP-012 | OK | - | 864 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |
| 2026-08-17T11:41:26.172Z | REL-SNAP-013 | OK | - | 388 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |
| 2026-08-18T09:09:31.606Z | REL-SNAP-014 | OK | - | 787 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |
| 2026-08-19T08:55:17.507Z | REL-SNAP-015 | OK | - | 52 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |
| 2026-08-20T09:03:46.613Z | REL-SNAP-016 | OK | - | 35 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |
| 2026-08-21T09:19:19.166Z | REL-SNAP-017 | OK | - | 32 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |
| 2026-08-22T08:55:58.165Z | REL-SNAP-018 | OK | - | 54 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |
| 2026-08-23T09:56:35.415Z | REL-SNAP-019 | OK | - | 50 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |
| 2026-08-24T08:59:21.793Z | REL-SNAP-020 | OK | - | 38 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |
| 2026-08-25T09:01:28.573Z | REL-SNAP-021 | OK | - | 28 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |
| 2026-08-26T08:57:46.131Z | REL-SNAP-022 | OK | - | 44 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |
| 2026-08-27T09:11:13.927Z | REL-SNAP-023 | OK | - | 77 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |
| 2026-08-28T09:09:15.263Z | REL-SNAP-024 | OK | - | 82 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |
| 2026-08-29T08:58:58.534Z | REL-SNAP-025 | OK | - | 21 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |
| 2026-08-30T09:00:47.663Z | REL-SNAP-026 | OK | - | 96 | 28 | aa4bf8a95b160f254ab97aeb0347bd5a47a13d08028b9ffe3a4968de8566b357 |

## Identity

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