sentry.io WebMCP audit

audited Sep 1, 2026in 14s
65/ 100100% of the applicable check weight evaluated

6 tools registered. Strongest in shared experience, weakest in trust.

Shared experience100
Task completion47
Tool quality92
Trust0
https://sentry.io
Captured view of https://sentry.io

Tools

0 read, 0 write, 6 undeclared
Loading map
start_signup: warning

start_signup

Open Sentry's free sign-up flow in a new tab so a user can create an account.No behaviour hints declared. Agents should treat it as possibly state-changing.
pagehttps://sentry.io/welcome/
implementation
viaimperative
entry pointprovideContext
registered after905ms
executepresent
api surface
sourceoptional
annotations
read onlynot declared
untrusted contentnot declared
titlenot declared
1 finding
warningSchema quality
weight 4
2 of 6 tool schemas are harder for an agent to use than they need to be: start_signup declares no required list, so an agent cannot tell which parameters are mandatory.
start_signup: declares no required list, so an agent cannot tell which parameters are mandatory; open_product_page: 1 parameter has no description (product)
fix
{
  name: "start_signup",
  inputSchema: {
    type: "object",
    properties: {
      query: { type: "string", description: "What to search for" }
    },
    required: ["query"]
  }
}
tool json
{
  "name": "start_signup",
  "description": "Open Sentry's free sign-up flow in a new tab so a user can create an account.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "source": {
        "type": "string",
        "description": "Optional UTM source/campaign label for attribution."
      }
    },
    "additionalProperties": false
  },
  "annotations": {}
}
Showing start_signup

Findings

Shared experience

100 / 100 · weight 30
passPage experience
weight 20
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 10
The person co-browsing can see and use this page - the same page the agent's tools act on.

Task completion

47 / 100 · weight 25
failTool selection
weight 15
An agent chose an existing tool and built a schema-valid call that held up on 1 of 3 canonical intents; on "Read that page to me." no tool on the page served it. Nothing was executed, so this verifies selection, not outcomes.
warningCoverage vs. site type
weight 10
The tool set covers 2 of the 3 things an agent needs on a docs site; it cannot navigate the documentation tree.

Tool quality

92 / 100 · weight 25
passRegistration timing
weight 1
Every measured tool registered within 906ms of navigation.
toolopen_pricing
passCanonical entry point
weight 3
All 6 tools register on the canonical document.modelContext entry point.
passSchema validity
weight 4
All 6 declared input schemas are structurally valid object schemas.
warningSchema quality
weight 4
2 of 6 tool schemas are harder for an agent to use than they need to be: start_signup declares no required list, so an agent cannot tell which parameters are mandatory.
toolstart_signup
start_signup: declares no required list, so an agent cannot tell which parameters are mandatory; open_product_page: 1 parameter has no description (product)
fix
{
  name: "start_signup",
  inputSchema: {
    type: "object",
    properties: {
      query: { type: "string", description: "What to search for" }
    },
    required: ["query"]
  }
}
warningNaming quality
weight 2
Tool naming makes selection harder than it needs to be: 4 names do not start with a verb (request_demo).
toolrequest_demo
fix
{ name: "request_demo" /* short, unique, verb-based */ }
passStub detection
weight 4
All 6 tools declare an execute handler.
passRegistration errors
weight 2
No tool registration threw during the capture.
passDescription quality
weight 5
All 6 rated tool descriptions say what the tool does, when to use it, and what it returns.

Trust

0 / 100 · weight 20
failAnnotations present
weight 6
1 of 1 read-shaped tools do not declare readOnlyHint: true, so an agent has to treat them as possible writes and ask before calling. (Declaring readOnlyHint: false earns nothing - it is the default.)
toolsearch_docs
search_docs
fix
{
  name: "search_docs",
  // Declare readOnlyHint: true on tools that truly have no side effects -
  // that is the claim that lets an agent relax confirmation on reads.
  // (false is the default, so declaring it adds no information.)
  annotations: { readOnlyHint: true }
}
not applicableAnnotation mismatch
weight 6
No tool declares a readOnlyHint, so there is no safety claim to contradict.
not applicableUntrusted content hint
weight 4
No tool's contract suggests it returns text written by somebody other than the site, so there is nothing to flag as untrusted.
not applicableInjection surface
weight 4
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

33% across 3 intents
Find the page that explains authentication.ok
chosesearch_docsexpected docs searchkind matched
arguments
{
  "query": "authentication"
}
Read that page to me.missed
choseno toolexpected page readkind not applicable
No tool was picked for this intent.
arguments
{}
What other pages are in the same section?missed
choseno toolexpected navigationkind not applicable
No tool was picked for this intent.
arguments
{}
model: gemini-2.5-flash

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how this was captured
observed via
capture shim (Chromium 148.0.7778.96)
chrome
148.0.7778.96
capture shim
v1
spec snapshot
2026-08-26
mode
fast
pages
1 - entry page only
tools
6
run time
14s
finished
Sep 1, 2026
Checked the way in-browser agents discover tools: the top-level document's modelContext registry, read after the page settles.
Listed in the community directory.