betomuniz.com WebMCP audit

audited Aug 28, 2026in 4s
60/ 100

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

WebMCP use60
Usefulness100
Human experience0
about:blank

No agent run recorded yet.

No steps recorded

Tools

/
list_contacts: fail

list_contacts

List Beto Muniz's contact channels — both social network profiles (LinkedIn, GitHub, YouTube, Newsletter) and direct contact endpoints (email). Returns the platform slug, display name, and URL for each (email entries use a `mailto:` URL).Answers a question. Declared read only.
pagehttps://betomuniz.com/
implementation
viaimperative
entry pointnavigator
registered after502ms
executepresent
api surfaceTakes no parameters.
annotations
read onlytrue
destructivenot declared
idempotentnot declared
open worldnot declared
untrusted contentnot declared
titlenot declared
3 findings
failCanonical entry point
0 / 4
Every tool registers through the deprecated navigator.modelContext alias; move them to document.modelContext before the alias is removed.
fix
// Use the canonical entry point - navigator.modelContext is deprecated.
document.modelContext.provideContext({ tools: [/* ... */] });
failSchema validity
1.7 / 5
2 of 3 tools declare an input schema an agent cannot read: list_contacts declares no input schema.
list_contacts: declares no input schema; list_blog_posts: declares no input schema
fix
{
  name: "list_contacts",
  inputSchema: { type: "object", properties: { /* ... */ }, required: [] }
}
warningHuman parity
0 / 8
3 of 3 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.
list_contacts, list_blog_posts, send_contact_email
fix
<!-- Give the tool a visible counterpart: a declarative form is one the person can see and use too. -->
<form toolname="list_contacts" tooldescription="...">
  <!-- the same action, as UI -->
</form>
tool json
{
  "name": "list_contacts",
  "description": "List Beto Muniz's contact channels — both social network profiles (LinkedIn, GitHub, YouTube, Newsletter) and direct contact endpoints (email). Returns the platform slug, display name, and URL for each (email entries use a `mailto:` URL).",
  "inputSchema": null,
  "annotations": {
    "readOnlyHint": true
  }
}
Showing list_contacts

Findings

WebMCP use

60 / 100 · weight 50
passTools registered
4 / 4
3 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 501.7000000476837ms of navigation.
toollist_blog_posts
failCanonical entry point
0 / 4
Every tool registers through the deprecated navigator.modelContext alias; move them to document.modelContext before the alias is removed.
toollist_contacts
fix
// Use the canonical entry point - navigator.modelContext is deprecated.
document.modelContext.provideContext({ tools: [/* ... */] });
failSchema validity
1.7 / 5
2 of 3 tools declare an input schema an agent cannot read: list_contacts declares no input schema.
toollist_contacts
list_contacts: declares no input schema; list_blog_posts: declares no input schema
fix
{
  name: "list_contacts",
  inputSchema: { type: "object", properties: { /* ... */ }, required: [] }
}
passSchema quality
4 / 4
All 3 tool schemas describe their parameters and stay within Chrome's size guidance.
passStub detection
5 / 5
All 3 tools declare an execute handler.
warningAnnotations present
3.3 / 4
1 of 3 tools declare no readOnlyHint, so an agent cannot tell a read from a write without guessing from the name.
toolsend_contact_email
send_contact_email
fix
{
  name: "send_contact_email",
  annotations: { readOnlyHint: true, destructiveHint: false, idempotentHint: true }
}
passAnnotation mismatch
3 / 3
No tool claims to be read-only while its name says it writes (2 declared hints checked).
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.
toollist_blog_posts
list_blog_posts: post, user; send_contact_email: message, reply, user
fix
{ name: "list_blog_posts", 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 3 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

0 / 100 · weight 20
warningHuman parity
0 / 8
3 of 3 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.
toollist_contacts
list_contacts, list_blog_posts, send_contact_email
fix
<!-- Give the tool a visible counterpart: a declarative form is one the person can see and use too. -->
<form toolname="list_contacts" 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
3
run time
4s
finished
Aug 28, 2026