> 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.

# agent.willform.ai/api/mcp

Last observed: 2026-10-02T08:29:48.152Z
Recorded as: DNS_FAIL (fetch_failed)
Transport: streamable-http
Observations held: 58
Published: yes

## Observations

| Observed | Snapshot | Recorded as | Detail | Latency ms | Tools | Tool schema fingerprint |
|---|---|---|---|---|---|---|
| 2026-08-06T17:22:49.369Z | REL-SNAP-002 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-07T08:08:15.928Z | REL-SNAP-003 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-08T09:48:10.320Z | REL-SNAP-004 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-09T08:31:35.403Z | REL-SNAP-005 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-10T08:25:59.941Z | REL-SNAP-006 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-11T08:30:09.926Z | REL-SNAP-007 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-12T08:29:51.768Z | REL-SNAP-008 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-13T08:24:52.634Z | REL-SNAP-009 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-14T08:33:30.869Z | REL-SNAP-010 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-15T08:24:26.299Z | REL-SNAP-011 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-16T08:25:19.312Z | REL-SNAP-012 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-17T09:02:13.970Z | REL-SNAP-013 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-18T08:24:56.977Z | REL-SNAP-014 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-19T08:22:42.886Z | REL-SNAP-015 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-20T08:31:01.379Z | REL-SNAP-016 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-21T08:47:07.793Z | REL-SNAP-017 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-22T08:23:56.422Z | REL-SNAP-018 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-23T09:25:09.436Z | REL-SNAP-019 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-24T08:27:14.006Z | REL-SNAP-020 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-25T08:27:10.471Z | REL-SNAP-021 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-26T08:22:47.604Z | REL-SNAP-022 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-27T08:33:58.966Z | REL-SNAP-023 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-28T08:33:26.771Z | REL-SNAP-024 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-29T08:22:57.223Z | REL-SNAP-025 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-30T08:25:11.521Z | REL-SNAP-026 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-08-31T08:27:43.321Z | REL-SNAP-027 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-01T08:22:34.924Z | REL-SNAP-028 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-02T08:31:06.738Z | REL-SNAP-029 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-03T08:53:58.357Z | REL-SNAP-030 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-04T08:37:46.352Z | REL-SNAP-031 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-05T08:24:08.760Z | REL-SNAP-032 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-06T08:38:57.981Z | REL-SNAP-033 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-07T08:48:09.407Z | REL-SNAP-034 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-08T08:42:05.199Z | REL-SNAP-035 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-09T08:40:21.651Z | REL-SNAP-036 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-10T08:34:56.693Z | REL-SNAP-037 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-11T08:33:59.348Z | REL-SNAP-038 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-12T08:26:30.405Z | REL-SNAP-039 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-13T08:53:41.228Z | REL-SNAP-040 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-14T08:51:36.409Z | REL-SNAP-041 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-15T08:42:40.390Z | REL-SNAP-042 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-16T09:00:57.154Z | REL-SNAP-043 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-17T08:43:28.577Z | REL-SNAP-044 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-18T08:42:56.667Z | REL-SNAP-045 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-19T08:31:22.408Z | REL-SNAP-046 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-20T08:43:46.907Z | REL-SNAP-047 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-21T08:23:24.771Z | REL-SNAP-048 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-22T08:42:59.850Z | REL-SNAP-049 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-23T09:05:40.064Z | REL-SNAP-050 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-24T08:57:28.789Z | REL-SNAP-051 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-25T09:00:07.533Z | REL-SNAP-052 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-26T08:37:45.301Z | REL-SNAP-053 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-27T08:50:34.931Z | REL-SNAP-054 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-28T09:03:47.326Z | REL-SNAP-055 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-29T08:51:50.265Z | REL-SNAP-056 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-09-30T08:54:22.989Z | REL-SNAP-057 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-10-01T08:33:31.004Z | REL-SNAP-058 | DNS_FAIL | fetch_failed | - | - | - |
| 2026-10-02T08:29:48.152Z | REL-SNAP-059 | DNS_FAIL | fetch_failed | - | - | - |

## Identity

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