> 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.

# mcp.dreamlit.ai/mcp

Last observed: 2026-08-30T08:31:21.280Z
Recorded as: OK
Transport: streamable-http
Observations held: 25
Published: yes

## Observations

| Observed | Snapshot | Recorded as | Detail | Latency ms | Tools | Tool schema fingerprint |
|---|---|---|---|---|---|---|
| 2026-08-06T17:29:19.558Z | REL-SNAP-002 | OK | - | 570 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |
| 2026-08-07T08:15:07.848Z | REL-SNAP-003 | OK | - | 565 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |
| 2026-08-08T09:55:46.884Z | REL-SNAP-004 | OK | - | 572 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |
| 2026-08-09T08:38:27.899Z | REL-SNAP-005 | OK | - | 597 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |
| 2026-08-10T08:33:10.685Z | REL-SNAP-006 | OK | - | 614 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |
| 2026-08-11T08:37:39.642Z | REL-SNAP-007 | OK | - | 580 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |
| 2026-08-12T08:36:59.858Z | REL-SNAP-008 | OK | - | 632 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |
| 2026-08-13T08:31:58.375Z | REL-SNAP-009 | OK | - | 547 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |
| 2026-08-14T08:41:26.898Z | REL-SNAP-010 | OK | - | 889 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |
| 2026-08-15T08:32:12.622Z | REL-SNAP-011 | OK | - | 558 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |
| 2026-08-16T08:32:46.948Z | REL-SNAP-012 | OK | - | 582 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |
| 2026-08-17T09:09:34.686Z | REL-SNAP-013 | OK | - | 573 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |
| 2026-08-18T08:32:10.823Z | REL-SNAP-014 | OK | - | 611 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |
| 2026-08-19T08:28:12.953Z | REL-SNAP-015 | OK | - | 248 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |
| 2026-08-20T08:36:41.200Z | REL-SNAP-016 | OK | - | 236 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |
| 2026-08-21T08:52:35.647Z | REL-SNAP-017 | OK | - | 233 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |
| 2026-08-22T08:29:34.601Z | REL-SNAP-018 | OK | - | 231 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |
| 2026-08-23T09:30:43.604Z | REL-SNAP-019 | OK | - | 233 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |
| 2026-08-24T08:32:55.629Z | REL-SNAP-020 | OK | - | 307 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |
| 2026-08-25T08:32:59.958Z | REL-SNAP-021 | OK | - | 236 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |
| 2026-08-26T08:28:40.996Z | REL-SNAP-022 | OK | - | 235 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |
| 2026-08-27T08:40:06.323Z | REL-SNAP-023 | OK | - | 221 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |
| 2026-08-28T08:39:28.012Z | REL-SNAP-024 | OK | - | 233 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |
| 2026-08-29T08:29:10.954Z | REL-SNAP-025 | OK | - | 232 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |
| 2026-08-30T08:31:21.280Z | REL-SNAP-026 | OK | - | 223 | 11 | cdea53d15ad20e48b2266c3b1101f86b4c287124590f05d962b537d4e2d231c5 |

## Identity

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