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.
Related benchmarks
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.