audited Aug 28, 2026in 6s
60/ 100

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

WebMCP use90
Usefulness50
Human experience0
about:blank

No agent run recorded yet.

No steps recorded

Tools

/
alpha_signals: warning

alpha_signals

Latest published MarketIntell alpha signals across crypto + US equities. Each links to a public post-mortem with 24h + 7d outcomes.Answers a question. Declared read only.
pagehttps://marketintell.ai/
implementation
viaimperative
entry pointdocument
registered after93ms
executepresent
api surface
domainoptional
annotations
read onlytrue
destructivenot declared
idempotentnot declared
open worldnot declared
untrusted contentnot declared
titlenot declared
3 findings
warningSchema quality
2.4 / 4
2 of 5 tool schemas are harder for an agent to use than they need to be: alpha_signals declares no required list, so an agent cannot tell which parameters are mandatory.
alpha_signals: declares no required list, so an agent cannot tell which parameters are mandatory; screener: declares no required list, so an agent cannot tell which parameters are mandatory
fix
{
  name: "alpha_signals",
  inputSchema: {
    type: "object",
    properties: {
      query: { type: "string", description: "What to search for" }
    },
    required: ["query"]
  }
}
warningNaming quality
1 / 2
Tool naming makes selection harder than it needs to be: 5 names do not start with a verb (alpha_signals).
fix
{ name: "alpha_signals" /* short, unique, verb-based */ }
warningHuman parity
0 / 8
5 of 5 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.
alpha_signals, signal_performance, screener, health, open_signals_feed
fix
<!-- Give the tool a visible counterpart: a declarative form is one the person can see and use too. -->
<form toolname="alpha_signals" tooldescription="...">
  <!-- the same action, as UI -->
</form>
tool json
{
  "name": "alpha_signals",
  "description": "Latest published MarketIntell alpha signals across crypto + US equities. Each links to a public post-mortem with 24h + 7d outcomes.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "domain": {
        "type": "string",
        "enum": [
          "crypto",
          "us_equities",
          "india_stocks"
        ],
        "description": "Optional market filter."
      }
    }
  },
  "annotations": {
    "readOnlyHint": true
  }
}
Showing alpha_signals

Findings

WebMCP use

90 / 100 · weight 50
passTools registered
4 / 4
5 tools 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 157.29999995231628ms of navigation.
toolopen_signals_feed
passCanonical entry point
4 / 4
All 5 tools register on the canonical document.modelContext entry point.
passSchema validity
5 / 5
All 5 tools declare a structurally valid object input schema.
warningSchema quality
2.4 / 4
2 of 5 tool schemas are harder for an agent to use than they need to be: alpha_signals declares no required list, so an agent cannot tell which parameters are mandatory.
toolalpha_signals
alpha_signals: declares no required list, so an agent cannot tell which parameters are mandatory; screener: declares no required list, so an agent cannot tell which parameters are mandatory
fix
{
  name: "alpha_signals",
  inputSchema: {
    type: "object",
    properties: {
      query: { type: "string", description: "What to search for" }
    },
    required: ["query"]
  }
}
passStub detection
5 / 5
All 5 tools declare an execute handler.
passAnnotations present
4 / 4
All 5 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 (5 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.
failRegistration errors
0 / 2
4 tool registrations threw during the capture, so the registry an agent reads is incomplete.
duplicate tool name registered: alpha_signals
fix
try {
  document.modelContext.provideContext({ tools: [/* ... */] });
} catch (err) {
  console.error("WebMCP registration failed", err);
}
warningToolchange coherence
1 / 2
5 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: 5 names do not start with a verb (alpha_signals).
toolalpha_signals
fix
{ name: "alpha_signals" /* 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
5 of 5 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.
toolalpha_signals
alpha_signals, signal_performance, screener, health, open_signals_feed
fix
<!-- Give the tool a visible counterpart: a declarative form is one the person can see and use too. -->
<form toolname="alpha_signals" 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
5
run time
6s
finished
Aug 28, 2026