Native WebMCP census · September 20, 2026
Ambiguous AI — WebMCP observations
Tools observed on the website listed for Ambiguous AI, with default and experimental browser contexts shown separately.
- Roster identity
- Ambiguous AI · speedrun:10d7704d-ca38-42b8-b227-64be0d802203
- Program and cohort
- a16z Speedrun · SR005
- Roster observed
- 2026-09-20
- Official profile
- Official directory entry
- Listed website
- https://www.ambiguous.ai
- Browser
- 153.0.8010.50
Observation windows
The experimental mode enabled WebMCP and WebMCPTesting. Both modes used fresh logged-out contexts and a 1.5-second settled observation window.
| Context | Result | Final URL | Start / end |
|---|---|---|---|
| Default Chrome | Not observed in this window | https://www.ambiguous.ai/ | 2026-09-20T21:24:50.649Z 2026-09-20T21:24:53.479Z |
| Experimental features enabled | Registration observed | https://www.ambiguous.ai/ | 2026-09-20T21:48:23.928Z 2026-09-20T21:48:26.632Z |
Exact tool names
| Name | Default | Experimental |
|---|---|---|
search_applications | Not observed | Observed |
Evidence limits
Passive homepage observation only. No tool was invoked. Registration does not establish execution, product quality, task success or adoption. A tool absent from one window may appear in another context.
Names and metadata describe exposed interfaces. They do not prove that a tool performs the named action or belongs to the company’s core product rather than a hosting platform.
- Default Chrome source hash
8bdea0e873d4b2d860b8d754a8e1904df1c936d95ed8b94d3580e281cb72b57f- Default Chrome tool frame origins
- No registration observed
- Experimental features enabled source hash
79bf2c6bd2204d07ec22926ee605520429ea9d4556842720780fa9f43dfd1492- Experimental features enabled tool frame origins
- https://www.ambiguous.ai