MeSquared Visibility MCP Server

by rmach816 Your server? Claim it

not responding

MeSquared Visibility is listed as active in the registry but did not answer our last check. It exposes 3 tools.

Public-site SEO/AEO readiness scans with evidence scores, issues, and clear measurement scope.

The linked repository no longer exists on GitHub — it was deleted or made private.

Uptime history 91 days of history · worst day 14%

91 days agonow

18.5%

Uptime 24h

17 of 92 checks

Tools

read from the server

251 ms

Response time

average over 24h

open, no key

Access

streamable-http

MeSquared Visibility does not always answer

Over the last week it answered 29.2% of our checks. We check every 15 minutes, so you hear about the next outage within the hour — not from your users.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 2 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add mesquared-mcp-server --transport http https://mesquared-mcp-server.vercel.app/mcp

Settings → Connectors → Add custom connector, then paste this address

https://mesquared-mcp-server.vercel.app/mcp

~/.codex/config.toml

[mcp_servers.mesquared-mcp-server]
url = "https://mesquared-mcp-server.vercel.app/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "mesquared-mcp-server": {
      "url": "https://mesquared-mcp-server.vercel.app/mcp"
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "mesquared-mcp-server": {
      "type": "http",
      "url": "https://mesquared-mcp-server.vercel.app/mcp"
    }
  }
}

Available tools 3

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

compare

compare_visibility

Run public-site SEO/AEO website-readiness scans for two business websites and compare aggregate scores, selected evidence, site signals, and top issues. This is a readiness comparison, not observed rank or live citation benchmarking.

scan

scan_visibility

Run a public-site SEO/AEO website-readiness scan for one business website. Returns aggregate readiness scores, selected technical and answer-quality evidence, site signals, and prioritized issues. This does not measure observed rankings, Search Console performance, or live AI mentions/citations.

visibility

visibility_audit_info

Explain the MeSquared SEO/AEO website-readiness methodology, its measurement boundaries, and how to use the available scan tools.

Endpoints

URL	Transport	State	Latency	Checked
https://mesquared-mcp-server.vercel.app/mcp	streamable-http	answering	68 ms	2 min ago

Alternatives to MeSquared Visibility

same job, measured the same way

Evolize

by evolize

Accessibility scans with evidence, public reports, and fresh checks after fixes.

3 tools answering

AgenticWebScore

by agenticwebscore

Scan a public website for AI agent readiness: 60 checks, a score, and the evidence for each.

4 tools answering

Visibility Readiness

by vendorlens

Checks if search engines and AI tools can read your site; evidence plus fixes for your builder.

6 tools answering

Public

by colaunched

Business ideas from real public demand, scored with dated evidence. No account needed.

4 tools answering

ImpactLine public research

by theguysaccount

Search public laws and implementation evidence with sources, scope limits and dated coverage.

3 tools answering

Site Check

by modernmustardseed

Public website health scan, AI-crawler and structured-data readiness, and a local presence score.

4 tools answering

Aiseo Audit

by agencyenterprise

Audit web pages for AI search readiness with evidence-tiered factors and pipeline-stage scores.

54 installs/wk local only

212medya Growth Check

by com-212medya

Audit a public website for B2B marketing readiness and AI search visibility.

3 tools answering

MeSquared Visibility — questions

Answers built from our own checks of this server.

What can MeSquared Visibility do?

It exposes 3 tools, read directly from the server on our last check. Among them: compare_visibility, scan_visibility, visibility_audit_info. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is MeSquared Visibility working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 17 of 92 checks got a reply (18.5%), average response time 251 ms. The bar chart above shows every period we have measured.

Is MeSquared Visibility still maintained?

The linked repository no longer exists on GitHub — it was deleted or made private. We show this because it changes what you can expect: an unmaintained server may keep answering for months and then stop without warning.

The registry lists MeSquared Visibility as active — why does it not respond?

The official MCP registry stores what the author submitted; it does not verify that the server still runs. We check the endpoint ourselves, and this one does not answer. Catalogues that copy the registry without checking will show it as working.

How do I connect MeSquared Visibility?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does MeSquared Visibility need an API key?

No. MeSquared Visibility completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 3 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is MeSquared Visibility?

It answers our handshake in 251 ms on average, which is faster than 54% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.