aicv.news WebMCP audit

Rescan
audited Nov 4, 2026in 7s
96/ 100100% of the applicable check weight evaluated

One tool registered. Strongest in shared experience, weakest in tool quality.

Shared experience100
Tool selection100
Tool quality84
Trust100
https://aicv.news
Captured view of https://aicv.news

Tools

1 read, 0 write
Loading map
search_aicv_news: warning

search_aicv_news

Find published, dated AICV News records by topic or place, including source links and available qualifications. Views are opinion.Answers a question. Declared read only.
pagehttps://aicv.news/
implementation
viaimperative
entry pointdocument
registered after450ms
executepresent
api surface
queryrequired
limitoptional
annotations
read onlytrue
untrusted contentnot declared
titleSearch AICV News
2 findings
passRegistration timing
weight 1
Every measured tool registered within 450ms of navigation.
warningSchema quality
weight 4
1 of 1 tool schemas are harder for an agent to use than they need to be: search_aicv_news 1 parameter has no description (limit).
search_aicv_news: 1 parameter has no description (limit)
fix
{
  name: "search_aicv_news",
  inputSchema: {
    type: "object",
    properties: {
      query: { type: "string", description: "What to search for" }
    },
    required: ["query"]
  }
}
tool json
{
  "name": "search_aicv_news",
  "description": "Find published, dated AICV News records by topic or place, including source links and available qualifications. Views are opinion.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "query": {
        "type": "string",
        "minLength": 1,
        "maxLength": 200,
        "description": "News topic or place."
      },
      "limit": {
        "type": "integer",
        "minimum": 1,
        "maximum": 20
      }
    },
    "required": [
      "query"
    ],
    "additionalProperties": false
  },
  "annotations": {
    "readOnlyHint": true
  }
}
Showing search_aicv_news

Findings

Shared experience

100 / 100 · weight 30
not applicableVisible effect
weight 6
Not invoked on this run: this audit did not call any tool. Scheduled re-audits only read the registry; a live audit from the report page calls the tools that declare readOnlyHint: true and not consequentialHint: true.
passPage experience
weight 16
The page a person sees holds up next to the agent surface: a working interface, visible actions, readable content, nothing in the way.
passHuman parity
weight 8
The person co-browsing can see and use this page - the same page the agent's tools act on.

Tool selection

100 / 100 · weight 25
not applicableInvoke success rate
weight 6
Not invoked on this run: this audit did not call any tool. Scheduled re-audits only read the registry; a live audit from the report page calls the tools that declare readOnlyHint: true and not consequentialHint: true.
passTool selection
weight 12
An agent chose an existing, callable tool and built a schema-valid call for all 1 canonical intents, each matching the kind of tool its intent needs. Nothing was executed, so this verifies selection, not outcomes.
not applicableCoverage vs. site type
weight 7
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.

Tool quality

84 / 100 · weight 25
passRegistration timing
weight 1
Every measured tool registered within 450ms of navigation.
toolsearch_aicv_news
passCanonical entry point
weight 3
The one registered tool registers on the canonical document.modelContext entry point.
passSchema validity
weight 4
All 1 declared input schema is a structurally valid object schema.
warningSchema quality
weight 4
1 of 1 tool schemas are harder for an agent to use than they need to be: search_aicv_news 1 parameter has no description (limit).
toolsearch_aicv_news
search_aicv_news: 1 parameter has no description (limit)
fix
{
  name: "search_aicv_news",
  inputSchema: {
    type: "object",
    properties: {
      query: { type: "string", description: "What to search for" }
    },
    required: ["query"]
  }
}
passNaming quality
weight 2
All 1 tool name is consistent, verb-led, and within Chrome's size guidance.
passStub detection
weight 4
The one registered tool declares an execute handler.
passRegistration errors
weight 2
No tool registration threw during the capture.
passDescription quality
weight 5
All 1 rated tool descriptions say what the tool does, when to use it, and what it returns.

Trust

100 / 100 · weight 20
passAnnotations present
weight 4
All 1 read-shaped tool declares readOnlyHint: true - the one declared claim that lets an agent treat a call as safe to make without asking.
passAnnotation mismatch
weight 4
No tool claims to be read-only while its own name or description says it writes (1 declared hint checked).
not applicableUntrusted content hint
weight 3
No tool's contract suggests it returns text written by somebody other than the site, so there is nothing to flag as untrusted.
not applicableConsequential hint
weight 3
No tool name reads like a consequential action (a purchase, a booking, a payment, a transfer, a deletion), so there is no consequentialHint to expect.
not applicableHint vs. observed
weight 3
Not invoked on this run: this audit did not call any tool. Scheduled re-audits only read the registry; a live audit from the report page calls the tools that declare readOnlyHint: true and not consequentialHint: true.
not applicableInjection surface
weight 3
No tool's metadata carries instruction-shaped text aimed at the agent reading it. This check only ever flags; it never credits a site.

Tool selection

100% across 1 intents
I want to search aicv news on this site.ok
chosesearch_aicv_newsexpected search aicv newskind matched
arguments
{
  "query": "aicv news"
}
model: gemini-2.5-flash

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how this was captured
observed via
capture shim (Chromium 151.0.7922.34)
chrome
151.0.7922.34
capture shim
v3
spec snapshot
2026-11-04
mode
fast
pages
1 - entry page only
tools
1
invoked
not invoked; a live audit calls them
run time
7s
finished
Nov 4, 2026
Checked the way in-browser agents discover tools: the top-level document's modelContext registry, read after the page settles.