> 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.

# llmabacus.com/api/mcp

Last observed: 2026-08-30T08:54:10.950Z
Recorded as: OK
Transport: streamable-http
Observations held: 25
Published: yes

## Observations

| Observed | Snapshot | Recorded as | Detail | Latency ms | Tools | Tool schema fingerprint |
|---|---|---|---|---|---|---|
| 2026-08-06T17:54:33.372Z | REL-SNAP-002 | OK | - | 635 | 2 | 4c36a560d626b3f4587fe474547035c7df3bda72c7c2e998358ad1911ac92e6c |
| 2026-08-07T08:40:42.431Z | REL-SNAP-003 | OK | - | 643 | 2 | 4c36a560d626b3f4587fe474547035c7df3bda72c7c2e998358ad1911ac92e6c |
| 2026-08-08T10:22:12.146Z | REL-SNAP-004 | OK | - | 783 | 2 | 4c36a560d626b3f4587fe474547035c7df3bda72c7c2e998358ad1911ac92e6c |
| 2026-08-09T09:03:23.816Z | REL-SNAP-005 | OK | - | 704 | 2 | 4c36a560d626b3f4587fe474547035c7df3bda72c7c2e998358ad1911ac92e6c |
| 2026-08-10T09:02:03.694Z | REL-SNAP-006 | OK | - | 672 | 2 | 4c36a560d626b3f4587fe474547035c7df3bda72c7c2e998358ad1911ac92e6c |
| 2026-08-11T09:05:05.484Z | REL-SNAP-007 | OK | - | 723 | 2 | 4c36a560d626b3f4587fe474547035c7df3bda72c7c2e998358ad1911ac92e6c |
| 2026-08-12T09:03:49.103Z | REL-SNAP-008 | OK | - | 704 | 2 | 4c36a560d626b3f4587fe474547035c7df3bda72c7c2e998358ad1911ac92e6c |
| 2026-08-13T08:57:26.783Z | REL-SNAP-009 | OK | - | 769 | 2 | 4c36a560d626b3f4587fe474547035c7df3bda72c7c2e998358ad1911ac92e6c |
| 2026-08-14T09:09:56.989Z | REL-SNAP-010 | OK | - | 938 | 2 | 4c36a560d626b3f4587fe474547035c7df3bda72c7c2e998358ad1911ac92e6c |
| 2026-08-15T09:00:31.250Z | REL-SNAP-011 | OK | - | 922 | 2 | 4c36a560d626b3f4587fe474547035c7df3bda72c7c2e998358ad1911ac92e6c |
| 2026-08-16T09:01:00.242Z | REL-SNAP-012 | OK | - | 1017 | 2 | 4c36a560d626b3f4587fe474547035c7df3bda72c7c2e998358ad1911ac92e6c |
| 2026-08-17T11:31:52.895Z | REL-SNAP-013 | OK | - | 672 | 2 | 4c36a560d626b3f4587fe474547035c7df3bda72c7c2e998358ad1911ac92e6c |
| 2026-08-18T08:59:28.625Z | REL-SNAP-014 | OK | - | 812 | 2 | 4c36a560d626b3f4587fe474547035c7df3bda72c7c2e998358ad1911ac92e6c |
| 2026-08-19T08:48:43.830Z | REL-SNAP-015 | OK | - | 446 | 2 | 4c36a560d626b3f4587fe474547035c7df3bda72c7c2e998358ad1911ac92e6c |
| 2026-08-20T08:57:01.767Z | REL-SNAP-016 | OK | - | 575 | 2 | 7e220749bc1785d6e5c5fa542b67296fc339d5cd7269d4f8469a0a5d9708a96d |
| 2026-08-21T09:12:46.282Z | REL-SNAP-017 | OK | - | 605 | 2 | 7e220749bc1785d6e5c5fa542b67296fc339d5cd7269d4f8469a0a5d9708a96d |
| 2026-08-22T08:49:44.561Z | REL-SNAP-018 | OK | - | 493 | 2 | 7e220749bc1785d6e5c5fa542b67296fc339d5cd7269d4f8469a0a5d9708a96d |
| 2026-08-23T09:50:43.235Z | REL-SNAP-019 | OK | - | 449 | 2 | 7e220749bc1785d6e5c5fa542b67296fc339d5cd7269d4f8469a0a5d9708a96d |
| 2026-08-24T08:53:00.573Z | REL-SNAP-020 | OK | - | 566 | 2 | 7e220749bc1785d6e5c5fa542b67296fc339d5cd7269d4f8469a0a5d9708a96d |
| 2026-08-25T08:54:56.525Z | REL-SNAP-021 | OK | - | 485 | 2 | 7e220749bc1785d6e5c5fa542b67296fc339d5cd7269d4f8469a0a5d9708a96d |
| 2026-08-26T08:51:19.071Z | REL-SNAP-022 | OK | - | 510 | 2 | 7e220749bc1785d6e5c5fa542b67296fc339d5cd7269d4f8469a0a5d9708a96d |
| 2026-08-27T09:04:06.935Z | REL-SNAP-023 | OK | - | 485 | 2 | 7e220749bc1785d6e5c5fa542b67296fc339d5cd7269d4f8469a0a5d9708a96d |
| 2026-08-28T09:02:06.904Z | REL-SNAP-024 | OK | - | 681 | 2 | 7e220749bc1785d6e5c5fa542b67296fc339d5cd7269d4f8469a0a5d9708a96d |
| 2026-08-29T08:52:12.688Z | REL-SNAP-025 | OK | - | 525 | 2 | 7e220749bc1785d6e5c5fa542b67296fc339d5cd7269d4f8469a0a5d9708a96d |
| 2026-08-30T08:54:10.950Z | REL-SNAP-026 | OK | - | 471 | 2 | 7e220749bc1785d6e5c5fa542b67296fc339d5cd7269d4f8469a0a5d9708a96d |

## Identity

Record key: llmabacus.com/api/mcp (the normalised endpoint observed)
Registry names (not anchored — no inclusion proof reaches this field): com.llmabacus/pricing (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: llmabacus (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.