> 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.duoleads.com/mcp

Last observed: 2026-10-02T09:44:51.175Z
Recorded as: OK
Transport: streamable-http
Observations held: 4
Published: yes

## Observations

| Observed | Snapshot | Recorded as | Detail | Latency ms | Tools | Tool schema fingerprint |
|---|---|---|---|---|---|---|
| 2026-09-29T10:10:58.188Z | REL-SNAP-056 | OK | - | 51 | 31 | bf37c6a04d3983b69ef64c2cf44df03f80856c1b3ac511f5da32517c6336e24b |
| 2026-09-30T10:15:18.968Z | REL-SNAP-057 | OK | - | 67 | 33 | c06d6da4c83a9276600ff4bc399ff5da37883675e4f65d63e4dbd712f27ebdff |
| 2026-10-01T09:49:22.191Z | REL-SNAP-058 | AUTH_REQUIRED | http_403 | - | - | - |
| 2026-10-02T09:44:51.175Z | REL-SNAP-059 | OK | - | 63 | 33 | c06d6da4c83a9276600ff4bc399ff5da37883675e4f65d63e4dbd712f27ebdff |

## Identity

Record key: api.duoleads.com/mcp (the normalised endpoint observed)
Registry names (not anchored — no inclusion proof reaches this field): com.duoleads.api/data-utilities (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: Duo Data Utilities (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.