audited Sep 7, 2026in 12s
99/ 100100% of the applicable check weight evaluated

4 tools registered. Strongest in shared experience, weakest in tool quality.

Shared experience100
Tool selection100
Tool quality99
Trust100
https://trickybird.com
Captured view of https://trickybird.com

Tools

2 read, 2 write
Loading map
open_site: warning

open_site

Open a website through TrickyBird in this tab. The proxied page loads in place of this one. Returns ok (launch started), invalid_url (not a web address), busy (already launching), cancelled (call cancelled), failed (launch incomplete).Takes an action on the site.
pagehttps://trickybird.com/
implementation
viaimperative
entry pointdocument
registered after259ms
executepresent
api surface
urlrequired
annotations
read onlyfalse
untrusted contentnot declared
titlenot declared
open world (MCP-only)true
1 finding
warningNaming quality
weight 2
Tool naming makes selection harder than it needs to be: 1 name does not start with a verb (open_site).
fix
{ name: "open_site" /* short, unique, verb-based */ }
tool json
{
  "name": "open_site",
  "description": "Open a website through TrickyBird in this tab. The proxied page loads in place of this one. Returns ok (launch started), invalid_url (not a web address), busy (already launching), cancelled (call cancelled), failed (launch incomplete).",
  "inputSchema": {
    "type": "object",
    "properties": {
      "url": {
        "type": "string",
        "description": "The address to open, with or without https://. Up to 2048 characters.",
        "pattern": "^(https?://)?[^\\s/]+(/\\S*)?$",
        "examples": [
          "example.com",
          "https://example.org/some/page"
        ],
        "maxLength": 2048
      }
    },
    "required": [
      "url"
    ]
  },
  "annotations": {
    "readOnlyHint": false,
    "openWorldHint": true
  }
}
Showing open_site

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.
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.
passTool selection
weight 12
An agent chose an existing, callable tool and built a schema-valid call for all 3 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

99 / 100 · weight 25
passRegistration timing
weight 1
Every measured tool registered within 260ms of navigation.
toollist_checked_sites
passCanonical entry point
weight 3
All 4 tools register on the canonical document.modelContext entry point.
passSchema validity
weight 4
All 4 declared input schemas are structurally valid object schemas.
passSchema quality
weight 4
All 2 of 4 tool schemas that declare parameters describe them (the other 2 declare no parameters), and every description stays within Chrome's size guidance.
warningNaming quality
weight 2
Tool naming makes selection harder than it needs to be: 1 name does not start with a verb (open_site).
toolopen_site
fix
{ name: "open_site" /* short, unique, verb-based */ }
passStub detection
weight 4
All 4 tools declare an execute handler.
passRegistration errors
weight 2
No tool registration threw during the capture.
passDescription quality
weight 5
All 4 rated tool descriptions say what the tool does, when to use it, and what it returns.

Trust

100 / 100 · weight 20
passAnnotations present
weight 5
All 2 read-shaped tools declare readOnlyHint: true - the one declared claim that lets an agent treat a call as safe to make without asking.
passAnnotation mismatch
weight 5
No tool claims to be read-only while its own name or description says it writes (4 declared hints 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 applicableHint vs. observed
weight 4
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.
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 3 intents
I want to open site on this site.ok
choseopen_siteexpected open sitekind matched
arguments
{
  "url": "example.com"
}
I want to cancel launch on this site.ok
chosecancel_launchexpected cancel launchkind matched
arguments
{}
I want to list checked sites on this site.ok
choselist_checked_sitesexpected list checked siteskind matched
arguments
{}
model: gemini-2.5-flash

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how this was captured
observed via
native modelContext
chrome
151.0.7922.34
capture shim
v3
spec snapshot
2026-08-26
mode
fast
pages
1 - entry page only
tools
4
invoked
not invoked; a live audit calls them
run time
12s
finished
Sep 7, 2026
Checked the way in-browser agents discover tools: the top-level document's modelContext registry, read after the page settles.