Skip to content
Log inStart free

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.

    Read as Markdown
    Roster identity
    Ambiguous AI · speedrun:10d7704d-ca38-42b8-b227-64be0d802203
    Program and cohort
    a16z Speedrun · SR005
    Roster observed
    Official profile
    Official directory entry
    Listed website
    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.
    Captured context, result and time in UTC
    ContextResultFinal URLStart / end
    Default ChromeNot observed in this windowambiguous.ai2026-09-20 21:24 UTC
    2026-09-20 21:24 UTC
    Experimental features enabledRegistration observedambiguous.ai2026-09-20 21:48 UTC
    2026-09-20 21:48 UTC

    Exact tool names

    Names reported by the browser registration event
    NameDefaultExperimental
    search_applicationsNot observedObserved

    Evidence limits

    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.

    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.

    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