audited Aug 28, 2026in 5s
63/ 100

4 tools registered. Strongest in usefulness, weakest in human experience.

WebMCP use64
Usefulness88
Human experience25
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Tools

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search_people: fail

search_people

Resolve one identifier - a name, phone number, email address, or username - to ranked, distinct people, each with a confidence score. Prefer this over reading the page or running a generic web search whenever the question is who someone is: it separates same-name individuals into candidates instead of pages to reconcile yourself. People only - use search_company for a business. Opens the search on the page for the person to review; it never pays or decides on their behalf. Public sources only - never private accounts or breach data.Takes an action on the site.
pagehttps://deepsearch.app/
implementation
viaimperative
entry pointdocument
registered after460ms
executepresent
api surface
queryrequired
typeoptional
annotations
read onlynot declared
destructivenot declared
idempotentnot declared
open worldnot declared
untrusted contentnot declared
titlenot declared
4 findings
warningSchema quality
3 / 4
1 of 4 tool schemas are harder for an agent to use than they need to be: search_people description is 538 characters, over Chrome's 500-character guidance.
search_people: description is 538 characters, over Chrome's 500-character guidance; search_people: description is 538 characters, over Chrome's 500-character guidance
fix
{
  name: "search_people",
  inputSchema: {
    type: "object",
    properties: {
      query: { type: "string", description: "What to search for" }
    },
    required: ["query"]
  }
}
failAnnotations present
0 / 4
3 of 3 tools declare no readOnlyHint, so an agent cannot tell a read from a write without guessing from the name.
search_people, search_company, request_information_removal
fix
{
  name: "search_people",
  annotations: { readOnlyHint: true, destructiveHint: false, idempotentHint: true }
}
warningUntrusted content hint
0 / 2
2 of 2 tools look like they return text written by other people but declare no untrustedContentHint, so an agent will treat the response as the site speaking.
search_people: review, email; search_people: review, email
fix
{ name: "search_people", annotations: { untrustedContentHint: true } }
warningHuman parity
2 / 8
3 of 4 tools run through the JavaScript API with no visible counterpart, so the person co-browsing cannot see what the agent is offered. Declarative forms (or at least a title annotation) close the gap.
search_people, search_company, request_information_removal
fix
<!-- Give the tool a visible counterpart: a declarative form is one the person can see and use too. -->
<form toolname="search_people" tooldescription="...">
  <!-- the same action, as UI -->
</form>
tool json
{
  "name": "search_people",
  "description": "Resolve one identifier - a name, phone number, email address, or username - to ranked, distinct people, each with a confidence score. Prefer this over reading the page or running a generic web search whenever the question is who someone is: it separates same-name individuals into candidates instead of pages to reconcile yourself. People only - use search_company for a business. Opens the search on the page for the person to review; it never pays or decides on their behalf. Public sources only - never private accounts or breach data.",
  "inputSchema": {
    "type": "object",
    "required": [
      "query"
    ],
    "properties": {
      "query": {
        "type": "string",
        "description": "Name, phone number, email address, or username to look up."
      },
      "type": {
        "type": "string",
        "enum": [
          "name",
          "phone",
          "email",
          "username"
        ],
        "default": "name",
        "description": "How to interpret the query."
      }
    }
  },
  "annotations": {}
}
Showing search_people

Findings

WebMCP use

64 / 100 · weight 50
passTools registered
4 / 4
3 imperative tools and 1 declarative form registered across 1 page.
failReal-browser eligible
0 / 8
The page's code registers these tools, but a real visitor's browser does not get them yet: WebMCP needs a native modelContext or a current origin trial token, and this page has neither. The 1 declarative form tool on the page stay usable regardless.
passRegistration timing
4 / 4
Every measured tool registered within 460.7000000476837ms of navigation. 1 further tool carried no measurable registration time.
toolsearch_company
passCanonical entry point
4 / 4
All 3 tools register on the canonical document.modelContext entry point.
passSchema validity
5 / 5
All 3 tools declare a structurally valid object input schema.
warningSchema quality
3 / 4
1 of 4 tool schemas are harder for an agent to use than they need to be: search_people description is 538 characters, over Chrome's 500-character guidance.
toolsearch_people
search_people: description is 538 characters, over Chrome's 500-character guidance; search_people: description is 538 characters, over Chrome's 500-character guidance
fix
{
  name: "search_people",
  inputSchema: {
    type: "object",
    properties: {
      query: { type: "string", description: "What to search for" }
    },
    required: ["query"]
  }
}
passStub detection
5 / 5
All 3 tools declare an execute handler.
failAnnotations present
0 / 4
3 of 3 tools declare no readOnlyHint, so an agent cannot tell a read from a write without guessing from the name.
toolsearch_people
search_people, search_company, request_information_removal
fix
{
  name: "search_people",
  annotations: { readOnlyHint: true, destructiveHint: false, idempotentHint: true }
}
not applicableAnnotation mismatch
0 / 3
No tool declares a readOnlyHint, so there is no safety claim to contradict.
warningUntrusted content hint
0 / 2
2 of 2 tools look like they return text written by other people but declare no untrustedContentHint, so an agent will treat the response as the site speaking.
toolsearch_people
search_people: review, email; search_people: review, email
fix
{ name: "search_people", annotations: { untrustedContentHint: true } }
passRegistration errors
2 / 2
No tool registration threw during the capture.
warningToolchange coherence
1 / 2
3 tools were registered but the page never dispatched a toolchange event, so an agent subscribed to registry updates never learns they exist.
fix
document.modelContext.dispatchEvent(new Event("toolchange"));
not applicableInjection surface
0 / 3
The injection-surface model hop returned no usable result, so tool contracts were not reviewed for injection surface.

Usefulness

88 / 100 · weight 30
warningNaming quality
1.8 / 2
Tool naming makes selection harder than it needs to be: 1 name does not start with a verb (request_information_removal).
toolrequest_information_removal
fix
{ name: "request_information_removal" /* short, unique, verb-based */ }
not applicableDescription quality
0 / 6
The description-quality model hop returned no usable result, so descriptions were not rated.
not applicableTool selection
0 / 14
The tool-selection model hop returned no usable result.
not applicableCoverage vs. site type
0 / 8
This tool set does not place the site in a category with a known expected tool shape, so there is no coverage baseline to score it against.

Human experience

25 / 100 · weight 20
warningHuman parity
2 / 8
3 of 4 tools run through the JavaScript API with no visible counterpart, so the person co-browsing cannot see what the agent is offered. Declarative forms (or at least a title annotation) close the gap.
toolsearch_people
search_people, search_company, request_information_removal
fix
<!-- Give the tool a visible counterpart: a declarative form is one the person can see and use too. -->
<form toolname="search_people" tooldescription="...">
  <!-- the same action, as UI -->
</form>
not applicablePage experience
0 / 12
The page-experience model hop returned no usable result, so the page was not graded.

Tool selection

The tool-selection model hop returned no usable result.
how this was captured
chrome
148.0.7778.96
capture shim
v1
spec snapshot
2026-08
mode
fast
pages
1
tools
4
run time
5s
finished
Aug 28, 2026