ARO · Operational

Found MCP server

Found MCP server is an Agent Readiness Optimization check in the Protocol discovery group.

Version agent-readiness-2026-10

What is this benchmark?

Found MCP server

Found MCP server is an Agent Readiness Optimization check in the Protocol discovery group.

Why it matters

A server card tells an agent which tools the site exposes.

How SiteGlue evaluates it

HTTP request to a well-known or published URL. Spec: https://modelcontextprotocol.io/. Catalog agent-readiness-2026-10.

Passing criteria
The published signal for Found MCP server 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
Not applicable when the business has no corresponding surface (for example commerce protocols on a site with no cart).

Scoring weight: 1. Evidence: Public HTTP, HTML, or DNS evidence for Found MCP server. No private credentials.

Example results

Pass

Agents can read a valid Found MCP server signal on the public site.

Fail

Found MCP server is missing, blocked, or not machine-readable.

Recommended fixes

  • The platform publishes this card. Copy the URL. It is live when Remote MCP is on.

Frequently asked questions

Does a missing optional check lower my ARO score?

Yes, if the check is applicable and failed. Not verified items are excluded.

Is this a live ChatGPT test?

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

Run the ARO audit.