> 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-observatory-sensor.nolimit-observatory.workers.dev/s/cup-to-ml/mcp

Last observed: 2026-10-02T09:24:57.941Z
Recorded as: OK
Transport: streamable-http
Observations held: 24
Published: yes

## Observations

| Observed | Snapshot | Recorded as | Detail | Latency ms | Tools | Tool schema fingerprint |
|---|---|---|---|---|---|---|
| 2026-09-09T09:43:10.066Z | REL-SNAP-036 | OK | - | 81 | 29 | 9b7889aeae3340015d85f3561c22985b177b6808f8568f8071e1fa4ad7760408 |
| 2026-09-10T09:36:05.524Z | REL-SNAP-037 | OK | - | 87 | 30 | 987e95e6841e5777eb356031cc01560b6f247e8f6b06f08326e1bd9612f471a3 |
| 2026-09-11T09:35:41.141Z | REL-SNAP-038 | OK | - | 79 | 30 | 987e95e6841e5777eb356031cc01560b6f247e8f6b06f08326e1bd9612f471a3 |
| 2026-09-12T09:27:10.704Z | REL-SNAP-039 | OK | - | 52 | 30 | 987e95e6841e5777eb356031cc01560b6f247e8f6b06f08326e1bd9612f471a3 |
| 2026-09-13T09:54:22.252Z | REL-SNAP-040 | OK | - | 59 | 30 | 987e95e6841e5777eb356031cc01560b6f247e8f6b06f08326e1bd9612f471a3 |
| 2026-09-14T09:57:49.561Z | REL-SNAP-041 | OK | - | 58 | 30 | 987e95e6841e5777eb356031cc01560b6f247e8f6b06f08326e1bd9612f471a3 |
| 2026-09-15T09:47:57.282Z | REL-SNAP-042 | OK | - | 52 | 30 | 987e95e6841e5777eb356031cc01560b6f247e8f6b06f08326e1bd9612f471a3 |
| 2026-09-16T10:12:20.457Z | REL-SNAP-043 | OK | - | 45 | 30 | 987e95e6841e5777eb356031cc01560b6f247e8f6b06f08326e1bd9612f471a3 |
| 2026-09-17T09:56:38.861Z | REL-SNAP-044 | OK | - | 80 | 30 | 987e95e6841e5777eb356031cc01560b6f247e8f6b06f08326e1bd9612f471a3 |
| 2026-09-18T09:46:35.661Z | REL-SNAP-045 | OK | - | 54 | 30 | 987e95e6841e5777eb356031cc01560b6f247e8f6b06f08326e1bd9612f471a3 |
| 2026-09-19T09:32:17.728Z | REL-SNAP-046 | OK | - | 44 | 30 | 987e95e6841e5777eb356031cc01560b6f247e8f6b06f08326e1bd9612f471a3 |
| 2026-09-20T09:48:04.933Z | REL-SNAP-047 | OK | - | 50 | 30 | 987e95e6841e5777eb356031cc01560b6f247e8f6b06f08326e1bd9612f471a3 |
| 2026-09-21T09:29:13.715Z | REL-SNAP-048 | OK | - | 57 | 30 | 987e95e6841e5777eb356031cc01560b6f247e8f6b06f08326e1bd9612f471a3 |
| 2026-09-22T09:45:06.538Z | REL-SNAP-049 | OK | - | 52 | 30 | 987e95e6841e5777eb356031cc01560b6f247e8f6b06f08326e1bd9612f471a3 |
| 2026-09-23T10:06:02.575Z | REL-SNAP-050 | OK | - | 48 | 31 | b26064ce57f43041983b8e8e4fe9be96b6ddb0262d527e9af0e521480f269c07 |
| 2026-09-24T10:01:26.289Z | REL-SNAP-051 | OK | - | 45 | 31 | 8081a40fea181982357f0673e32a1d2c1da917e1338a5a7af4e26dc9f86c7914 |
| 2026-09-25T09:57:55.608Z | REL-SNAP-052 | OK | - | 50 | 31 | 8081a40fea181982357f0673e32a1d2c1da917e1338a5a7af4e26dc9f86c7914 |
| 2026-09-26T09:34:40.902Z | REL-SNAP-053 | OK | - | 51 | 31 | 8081a40fea181982357f0673e32a1d2c1da917e1338a5a7af4e26dc9f86c7914 |
| 2026-09-27T09:47:23.700Z | REL-SNAP-054 | OK | - | 42 | 31 | 8081a40fea181982357f0673e32a1d2c1da917e1338a5a7af4e26dc9f86c7914 |
| 2026-09-28T10:01:48.767Z | REL-SNAP-055 | OK | - | 52 | 31 | 8081a40fea181982357f0673e32a1d2c1da917e1338a5a7af4e26dc9f86c7914 |
| 2026-09-29T09:49:06.337Z | REL-SNAP-056 | OK | - | 43 | 31 | 8081a40fea181982357f0673e32a1d2c1da917e1338a5a7af4e26dc9f86c7914 |
| 2026-09-30T09:53:16.827Z | REL-SNAP-057 | OK | - | 55 | 31 | 8081a40fea181982357f0673e32a1d2c1da917e1338a5a7af4e26dc9f86c7914 |
| 2026-10-01T09:28:57.085Z | REL-SNAP-058 | OK | - | 55 | 31 | 8081a40fea181982357f0673e32a1d2c1da917e1338a5a7af4e26dc9f86c7914 |
| 2026-10-02T09:24:57.941Z | REL-SNAP-059 | OK | - | 47 | 31 | 8081a40fea181982357f0673e32a1d2c1da917e1338a5a7af4e26dc9f86c7914 |

## Identity

Record key: agent-observatory-sensor.nolimit-observatory.workers.dev/s/cup-to-ml/mcp (the normalised endpoint observed)
Registry names (not anchored — no inclusion proof reaches this field): io.github.sadri-dridi/cup-to-ml (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: US cups to milliliters (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.