aithor.co WebMCP audit

Rescan
audited Oct 10, 2026in 13s
100/ 100100% of the applicable check weight evaluated

2 tools registered. Every measured layer scored 100.

Shared experience100
Tool selection100
Tool quality100
Trust100
https://aithor.co
Captured view of https://aithor.co

Tools

2 read, 0 write
Loading map
get_program: pass

get_program

Devuelve la ficha del programa de capacitación en IA de Aithor (duración, horas, instancias en vivo, certificaciones y módulos) y las cifras publicables con su alcance.Answers a question. Declared read only.
pagehttps://aithor.co/
implementation
viaimperative
entry pointdocument
registered after327ms
executepresent
api surfaceTakes no parameters.
annotations
read onlytrue
untrusted contentnot declared
titlenot declared
0 findingsNo check named this tool.
tool json
{
  "name": "get_program",
  "description": "Devuelve la ficha del programa de capacitación en IA de Aithor (duración, horas, instancias en vivo, certificaciones y módulos) y las cifras publicables con su alcance.",
  "inputSchema": {
    "type": "object",
    "properties": {}
  },
  "annotations": {
    "readOnlyHint": true
  }
}
Showing get_program

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 1 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 327ms of navigation.
toolget_contact
passCanonical entry point
weight 3
All 2 tools register on the canonical document.modelContext entry point.
passSchema validity
weight 4
All 2 declared input schemas are structurally valid object schemas.
passSchema quality
weight 4
2 tools declare no parameters, and every description stays within Chrome's size guidance.
passNaming quality
weight 2
All 2 tool names are consistent, verb-led, and within Chrome's size guidance.
passStub detection
weight 4
All 2 tools declare an execute handler.
passRegistration errors
weight 2
No tool registration threw during the capture.
passDescription quality
weight 5
All 2 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 (2 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 1 intents
I want to get program on this site.ok
choseget_programexpected get programkind matched
arguments
{}
model: gemini-2.5-flash

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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
2
invoked
not invoked; a live audit calls them
run time
13s
finished
Oct 10, 2026
Checked the way in-browser agents discover tools: the top-level document's modelContext registry, read after the page settles.