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MeSquared Visibility

rmach816/mesquared-mcp-server

Gives you instant AI readiness checks on public websites through MeSquared's scanning API. You can run quick SEO, AEO, and GEO scoring checks that measure how well search engines and AI tools like ChatGPT can read and trust a site. Returns structured scores, highlights the biggest visibility problems, and includes a link to unlock the full audit report. Useful when you're building site monitoring dashboards, adding competitive analysis to customer-facing tools, or automating intake checks before pitching web optimization work. The free scans require no auth and return results in about 30 seconds, so you can wire them into onboarding flows or Slack bots without friction.

tools
3
transport
HTTP
last updated
Jul 10, 2026
View on GitHub

Install

From registry metadata
$ npx add-mcp https://mesquared-mcp-server.vercel.app/mcp --name mesquared

Run in your terminal. add-mcp asks which agents to add it to (Claude Code, Codex, Cursor and more). Add -g to install it for every project.

Review the command, arguments and environment values before installing. MCP servers run with your local permissions.

Other ways

Claude Code

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

Run in your terminal. Add --scope user to make it available in every project.

Tools

Verified live · 3 tools

Verified live against the running server on Nov 6, 2026.

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

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

No parameters. Call it with no arguments.

scan_visibilityRun 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...1 params

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...

Parameters* required
url*string
The business website URL to scan, such as example.com.
compare_visibilityRun 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.2 params

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.

Parameters* required
first_url*string
The first business website URL, such as example.com.
second_url*string
The second business website URL, such as competitor.com.

Sponsors

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Readme

Details

Repository
github.com/rmach816/mesquared-mcp-server
Website
visibility.mesquared.ai
Category
Sales & Marketing
Transport
HTTP
Registry
MCP registry, active
Tools verified
Nov 6, 2026

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