quokkapix.com WebMCP audit

Name: quokkapix.com WebMCP audit
Creator: ora

Rescan

audited Aug 28, 2026in 5s

52/ 100

14 tools registered. Strongest in WebMCP use, weakest in human experience.

WebMCP use73

Usefulness50

Human experience0

about:blank

No agent run recorded yet.

No steps recorded

Tools

quokkapix.get_contract

Returns the QuokkaPix browser-agent contract, supported image tools, DOM selectors, payment policy and local browser processing constraints.Answers a question. Declared read only.

pagehttps://quokkapix.com/

implementation

viaimperative

entry pointdocument

registered after617ms

executepresent

api surfaceTakes no parameters.

annotations

read onlytrue

destructivenot declared

idempotentnot declared

open worldnot declared

untrusted contentnot declared

titlenot declared

2 findings

warningNaming quality

1 / 2

Tool naming makes selection harder than it needs to be: names mix dot and other conventions; 14 names do not start with a verb (quokkapix.get_contract).

fix

{ name: "quokkapix.get_contract" /* short, unique, verb-based */ }

warningHuman parity

0 / 8

14 of 14 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.

quokkapix.get_contract, quokkapix.get_state, quokkapix.get_result_manifest, quokkapix.get_payment_policy, quokkapix.list_recipes

fix

<!-- Give the tool a visible counterpart: a declarative form is one the person can see and use too. -->
<form toolname="quokkapix.get_contract" tooldescription="...">
  <!-- the same action, as UI -->
</form>

tool json

{
  "name": "quokkapix.get_contract",
  "description": "Returns the QuokkaPix browser-agent contract, supported image tools, DOM selectors, payment policy and local browser processing constraints.",
  "inputSchema": {
    "type": "object",
    "additionalProperties": false,
    "properties": {}
  },
  "annotations": {
    "readOnlyHint": true
  }
}

Findings

WebMCP use

73 / 100 · weight 50

passTools registered

4 / 4

14 tools 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.

passRegistration timing

4 / 4

Every measured tool registered within 617.4000000953674ms of navigation.

toolquokkapix.apply_settings

passCanonical entry point

4 / 4

All 14 tools register on the canonical document.modelContext entry point.

passSchema validity

5 / 5

All 14 tools declare a structurally valid object input schema.

warningSchema quality

2.3 / 4

6 of 14 tool schemas are harder for an agent to use than they need to be: quokkapix.get_rule_profile 1 parameter has no description (id).

toolquokkapix.get_rule_profile

quokkapix.get_rule_profile: 1 parameter has no description (id); quokkapix.get_recipe: 1 parameter has no description (id); quokkapix.validate_recipe: 2 parameters have no description (id, recipe); qu

fix

{
  name: "quokkapix.get_rule_profile",
  inputSchema: {
    type: "object",
    properties: {
      query: { type: "string", description: "What to search for" }
    },
    required: ["query"]
  }
}

passStub detection

5 / 5

All 14 tools declare an execute handler.

warningAnnotations present

2.6 / 4

5 of 14 tools declare no readOnlyHint, so an agent cannot tell a read from a write without guessing from the name.

toolquokkapix.apply_recipe

quokkapix.apply_recipe, quokkapix.apply_settings, quokkapix.set_unlock_token, quokkapix.start, quokkapix.cancel

fix

{
  name: "quokkapix.apply_recipe",
  annotations: { readOnlyHint: true, destructiveHint: false, idempotentHint: true }
}

passAnnotation mismatch

3 / 3

No tool claims to be read-only while its name says it writes (9 declared hints checked).

not applicableUntrusted content hint

0 / 2

No tool's contract suggests it returns text written by somebody other than the site, so there is nothing to flag as untrusted.

passRegistration errors

2 / 2

No tool registration threw during the capture.

warningToolchange coherence

1 / 2

14 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

50 / 100 · weight 30

warningNaming quality

1 / 2

Tool naming makes selection harder than it needs to be: names mix dot and other conventions; 14 names do not start with a verb (quokkapix.get_contract).

toolquokkapix.get_contract

fix

{ name: "quokkapix.get_contract" /* 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

0 / 100 · weight 20

warningHuman parity

0 / 8

toolquokkapix.get_contract

quokkapix.get_contract, quokkapix.get_state, quokkapix.get_result_manifest, quokkapix.get_payment_policy, quokkapix.list_recipes

fix

<!-- Give the tool a visible counterpart: a declarative form is one the person can see and use too. -->
<form toolname="quokkapix.get_contract" 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: 14
run time: 5s
finished: Aug 28, 2026