ARO · Operational

WebMCP

WebMCP is an Agent Readiness Optimization check in the Protocol discovery group.

Version agent-readiness-2026-10

What is this benchmark?

WebMCP

WebMCP is an Agent Readiness Optimization check in the Protocol discovery group.

Why it matters

Browser tool registration needs a page runner. This scan records it as not tested.

How SiteGlue evaluates it

Browser or interactive probe when one actually ran. Spec: https://github.com/webmachinelearning/webmcp. Catalog agent-readiness-2026-10.

Passing criteria
The published signal for WebMCP is present and readable.
Failing criteria
The scan requested the signal and it was missing, blocked, or malformed.
Not verified
The check was not selected, the probe did not run, or evidence was inconclusive. Not verified is never scored as 0.
Not applicable
Optional checks can be recorded without changing the ARO score.

Scoring weight: 0. Evidence: Public HTTP, HTML, or DNS evidence for WebMCP. No private credentials.

Example results

Pass

Agents can read a valid WebMCP signal on the public site.

Fail

WebMCP is missing, blocked, or not machine-readable.

Recommended fixes

  • Install the website script. toolsOnly registers WebMCP and does not add a second chat button.

Frequently asked questions

Does a missing optional check lower my ARO score?

No. Weight 0 checks are recorded and shown. They do not change the score.

Is this a live ChatGPT test?

No. ARO is a website audit. Optional live walks are Test With AI Agents.

Run the ARO audit.