cloverbase.com WebMCP audit

Rescan
audited Aug 28, 2026in 4s
81/ 100

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

WebMCP use91
Usefulness100
Human experience25
about:blank

No agent run recorded yet.

No steps recorded

Tools

/
get_site_info: warning

get_site_info

Get an overview of cloverbase.com: what the site is about and its key pages with URLs. Returns JSON.Answers a question. Declared read only.
pagehttps://cloverbase.com/
implementation
viaimperative
entry pointdocument
registered after467ms
executepresent
api surfaceTakes no parameters.
annotations
read onlytrue
destructivenot declared
idempotentnot declared
open worldnot declared
untrusted contentnot declared
titlenot declared
1 finding
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.
get_site_info, list_posts, search_posts
fix
<!-- Give the tool a visible counterpart: a declarative form is one the person can see and use too. -->
<form toolname="get_site_info" tooldescription="...">
  <!-- the same action, as UI -->
</form>
tool json
{
  "name": "get_site_info",
  "description": "Get an overview of cloverbase.com: what the site is about and its key pages with URLs. Returns JSON.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  },
  "annotations": {
    "readOnlyHint": true
  }
}
Showing get_site_info

Findings

WebMCP use

91 / 100 · weight 50
passTools registered
4 / 4
3 imperative tools and 1 declarative form registered across 1 page.
passReal-browser eligible
8 / 8
A real browser exposes modelContext natively on this page, so the tools registered here are visible to an agent today.
passRegistration timing
4 / 4
Every measured tool registered within 467.2999999523163ms of navigation. 1 further tool carried no measurable registration time.
toollist_posts
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: list_posts declares no required list, so an agent cannot tell which parameters are mandatory.
toollist_posts
list_posts: declares no required list, so an agent cannot tell which parameters are mandatory
fix
{
  name: "list_posts",
  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.
passAnnotations present
4 / 4
All 3 tools declare a readOnlyHint, so an agent knows which calls change state.
passAnnotation mismatch
3 / 3
No tool claims to be read-only while its name says it writes (3 declared hints checked).
warningUntrusted content hint
0 / 2
1 of 1 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.
toolsubscribe_newsletter
subscribe_newsletter: review, user, email
fix
{ name: "subscribe_newsletter", 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

100 / 100 · weight 30
passNaming quality
2 / 2
All 4 tool names are consistent, verb-led, and within Chrome's size guidance.
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.
toolget_site_info
get_site_info, list_posts, search_posts
fix
<!-- Give the tool a visible counterpart: a declarative form is one the person can see and use too. -->
<form toolname="get_site_info" 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
4s
finished
Aug 28, 2026