dannykeane.com WebMCP audit

Name: dannykeane.com WebMCP audit
Creator: ora

Rescan

audited Oct 14, 2026in 14s

85/ 100100% of the applicable check weight evaluated

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

Shared experience51

Tool selection100

Tool quality100

Trust100

https://dannykeane.com

Tools

3 read, 1 write

Loading map

get_profile_page

Get Danny Keane's profile page: his story and career table, the same as the terminal's about command. Pass section for just the story or just the career table. For the site's /about page, call get_doc with slug about on https://dannykeane.com/docs/mcp.Answers a question. Declared read only.

pagehttps://dannykeane.com/

implementation

viaimperative

entry pointdocument

registered after91ms

executepresent

api surface

sectionoptional

annotations

read onlytrue

untrusted contentnot declared

titlenot declared

0 findingsNo check named this tool.

tool json

{
  "name": "get_profile_page",
  "description": "Get Danny Keane's profile page: his story and career table, the same as the terminal's about command. Pass section for just the story or just the career table. For the site's /about page, call get_doc with slug about on https://dannykeane.com/docs/mcp.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "section": {
        "type": "string",
        "enum": [
          "story",
          "career"
        ],
        "description": "story (the narrative) or career (role, focus, outcome per company). Omit for both."
      }
    },
    "additionalProperties": false
  },
  "annotations": {
    "readOnlyHint": true
  }
}

Findings

Shared experience

51 / 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.

warningPage experience

weight 16

2 of 4 page-experience marks came back short: usable The page is stuck on a 'booting' screen, indicating it's not functional..

usable: poor; clarity: poor

warningHuman parity

weight 8

The page the person sees came back short of the agent surface (2 of 4 page-experience marks came back short: usable The page is stuck on a 'booting' screen, indicating it's not fun...), so the two are not sharing an equal experience.

fix

// Make the tool's effect visible on the page the person is looking at:
// update the same UI your existing human flow uses when your_tool_name runs,
// so the person co-browsing sees what the agent just did.
execute: async (args, { signal }) => {
  const result = await performAction(args, signal);
  renderResultInPage(result); // the human-visible half of the same action
  return result;
}

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 2 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

100 / 100 · weight 25

passRegistration timing

weight 1

Every measured tool registered within 91ms of navigation. 1 further tool carried no measurable registration time.

toolget_work_history

passCanonical entry point

weight 3

All 3 tools register on the canonical document.modelContext entry point.

passSchema validity

weight 4

All 3 declared input schemas are structurally valid object schemas.

passSchema quality

weight 4

All 3 of 4 tool schemas that declare parameters describe them (the other 1 declares no parameters), and every description stays within Chrome's size guidance.

passNaming quality

weight 2

All 4 tool names are consistent, verb-led, and within Chrome's size guidance.

passStub detection

weight 4

All 3 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 3 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 (3 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 2 intents

I want to get profile page on this site.ok

choseget_profile_pageexpected get profile pagekind matched

arguments

{}

I want to ask site on this site.ok

choseask_siteexpected ask sitekind matched

arguments

{}

model: gemini-2.5-flash

Add the tools this site is missing

Our scanner reads your website and suggests the right WebMCP tools for it.

The open source webmcp plugin teaches your coding agent to audit a site, implement tools on document.modelContext, and verify them in a real browser. npx @ora-ai/webmcp-verify runs the verification on its own. No signup, no hosted service.

how this was captured

observed via: capture shim (Chromium 151.0.7922.34)
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: 14s
finished: Oct 14, 2026

Checked the way in-browser agents discover tools: the top-level document's modelContext registry, read after the page settles.