Is io.github.maxaeo/maxaeo-ai-visibility-mcp safe to use?

io.github.maxaeo/maxaeo-ai-visibility-mcp has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments. Licensed under MIT.

How do I install io.github.maxaeo/maxaeo-ai-visibility-mcp?

io.github.maxaeo/maxaeo-ai-visibility-mcp supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.

What AI clients work with io.github.maxaeo/maxaeo-ai-visibility-mcp?

io.github.maxaeo/maxaeo-ai-visibility-mcp is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse transport.

Is io.github.maxaeo/maxaeo-ai-visibility-mcp actively maintained?

io.github.maxaeo/maxaeo-ai-visibility-mcp is recently maintained — last commit was 53 days ago. It has 1 GitHub stars.

io.github.maxaeo/maxaeo-ai-visibility-mcp

maxaeo-ai-visibility-mcp

Local-first MCP server for AI visibility, GEO/AEO, llms.txt, and AI crawler readiness audits.

1 72/wk GitHub npm

No known CVEs

MIT license

Maintained

Last commit 53d ago

Works with most clients

Transport: stdio, sse

0 tools

Grade F

MCPpedia last refreshed this data 4h ago

Edit this pageView history

io.github.maxaeo/maxaeo-ai-visibility-mcp is an MCP server that local-first MCP server for AI visibility, GEO/AEO, llms.txt, and AI crawler readiness audits. Its tool list has not been published yet over stdio and sse, requires no API key, and scores 54/100 on MCPpedia's security, maintenance and efficiency rubric.

Browser

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio, sse · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "maxaeo-ai-visibility": {
      "args": [
        "-y",
        "maxaeo-ai-visibility-mcp"
      ],
      "command": "npx"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-maxaeo-maxaeo-ai-visibility-mcp)](https://mcppedia.org/s/io-github-maxaeo-maxaeo-ai-visibility-mcp)

Read me

What io.github.maxaeo/maxaeo-ai-visibility-mcp does

Local-first Model Context Protocol (MCP) server for AI visibility audits, GEO, AEO, AI SEO, llms.txt, and AI crawler readiness in Claude, Codex, Cursor, Windsurf, and other MCP-compatible agents.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.

npx -y 'maxaeo-ai-visibility-mcp' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

54/100across 5 weighted dimensions

How we score →

0255075100

−46

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked maxaeo-ai-visibility-mcp against OSV.dev.

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.maxaeo/maxaeo-ai-visibility-mcp safe to use?: io.github.maxaeo/maxaeo-ai-visibility-mcp has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments. Licensed under MIT.
How do I install io.github.maxaeo/maxaeo-ai-visibility-mcp?: io.github.maxaeo/maxaeo-ai-visibility-mcp supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What AI clients work with io.github.maxaeo/maxaeo-ai-visibility-mcp?: io.github.maxaeo/maxaeo-ai-visibility-mcp is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse transport.
Is io.github.maxaeo/maxaeo-ai-visibility-mcp actively maintained?: io.github.maxaeo/maxaeo-ai-visibility-mcp is recently maintained — last commit was 53 days ago. It has 1 GitHub stars.

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Community

Discussion

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Browser

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio, sse · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "maxaeo-ai-visibility": {
      "args": [
        "-y",
        "maxaeo-ai-visibility-mcp"
      ],
      "command": "npx"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-maxaeo-maxaeo-ai-visibility-mcp)](https://mcppedia.org/s/io-github-maxaeo-maxaeo-ai-visibility-mcp)

Read me

What io.github.maxaeo/maxaeo-ai-visibility-mcp does

Local-first Model Context Protocol (MCP) server for AI visibility audits, GEO, AEO, AI SEO, llms.txt, and AI crawler readiness in Claude, Codex, Cursor, Windsurf, and other MCP-compatible agents.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.

npx -y 'maxaeo-ai-visibility-mcp' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

README

MaxAEO AI Visibility MCP Server for GEO, AEO, and AI SEO

Local-first Model Context Protocol (MCP) server for AI visibility audits, GEO, AEO, AI SEO, llms.txt, and AI crawler readiness in Claude, Codex, Cursor, Windsurf, and other MCP-compatible agents.

中文文档

It helps Claude, Codex, Cursor, and other MCP-compatible agents check whether a public website is crawlable, understandable, and ready for AI search workflows. By default, it only performs local/public-web checks. It does not call MaxAEO cloud APIs, upload user domains, invoke LLM APIs, or use hidden telemetry.

60-Second Setup

Install from npm:

npm install -g maxaeo-ai-visibility-mcp

Add to an MCP client:

{
  "mcpServers": {
    "maxaeo-ai-visibility": {
      "command": "npx",
      "args": ["-y", "maxaeo-ai-visibility-mcp"]
    }
  }
}

Run an audit from your agent:

Use MaxAEO AI Visibility MCP to audit https://example.com and give me a 7-day action plan.

For command-mode Claude and Codex workflows, see the MaxAEO AI Visibility Agent Kit.

Directory Listing Copy

If you want to list this project in an MCP directory, awesome list, AI SEO resource list, GEO resource list, or llms.txt tooling index, use concise factual copy:

[MaxAEO AI Visibility MCP](https://github.com/maxaeo/maxaeo-ai-visibility-mcp) - Local-first MCP server for GEO/AEO and AI visibility audits. Checks llms.txt, AI crawler access, robots, sitemap, canonical, metadata, noindex, and JSON-LD; returns local-only visibility score, technical foundation score, top issues, and a 7-day action plan. Install: `npx -y maxaeo-ai-visibility-mcp`.

For Claude and Codex command workflows, list the MaxAEO AI Visibility Agent Kit.

Use Cases

Run an AI visibility audit from an MCP client or coding agent.
Check GEO / generative engine optimization readiness.
Check AEO / answer engine optimization basics for answer engines and AI search.
Validate llms.txt, robots.txt, sitemap alignment, canonical URLs, noindex, metadata, and JSON-LD.
Generate a local 7-day action plan without using paid LLM or search APIs.

Common search intents this MCP server targets:

AI visibility MCP server
Claude SEO MCP
Codex AI visibility audit
GEO / AEO local website audit
llms.txt checker
AI crawler readiness for GPTBot, ClaudeBot, PerplexityBot, Google-Extended, and AI search workflows

Tools

Tool	Purpose
`check_llms_txt`	Validate `/llms.txt`, linked URLs, robots alignment, and sitemap alignment.
`audit_ai_crawler_readiness`	Check robots rules, sitemap availability, homepage metadata, canonical, schema, and AI crawler access basics.
`build_ai_visibility_report`	Run the local checks and return a concise action plan with MaxAEO CTA.

All tools support:

Option	Values	Purpose
`locale`	`en-US`, `en`, `global`, `zh-CN`, `zh`, `cn`	Output language.
`market`	`global`, `cn`	CTA market. `global` points to `maxaeo.ai`; `cn` points to `maxaeo.cn`.
`ctaBaseUrl`	URL	Optional custom MaxAEO CTA landing page.

Install

npm install -g maxaeo-ai-visibility-mcp

Run

maxaeo-ai-visibility-mcp

Claude Desktop

{
  "mcpServers": {
    "maxaeo-ai-visibility": {
      "command": "npx",
      "args": ["-y", "maxaeo-ai-visibility-mcp"]
    }
  }
}

Cost And Privacy

No MaxAEO internal service calls by default.
No LLM API calls by default.
No domain uploads.
No hidden telemetry.
No site file modifications.
Reports include a transparent MaxAEO CTA so users can continue into hosted monitoring when they want it.

Score Meaning

The top-level score is a local-only AI visibility confidence score, capped at 85/100 because this free local audit does not measure live AI engine recommendations, brand me

... View full README on GitHub

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

54/100across 5 weighted dimensions

How we score →

0255075100

−46

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked maxaeo-ai-visibility-mcp against OSV.dev.

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.maxaeo/maxaeo-ai-visibility-mcp safe to use?: io.github.maxaeo/maxaeo-ai-visibility-mcp has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments. Licensed under MIT.
How do I install io.github.maxaeo/maxaeo-ai-visibility-mcp?: io.github.maxaeo/maxaeo-ai-visibility-mcp supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What AI clients work with io.github.maxaeo/maxaeo-ai-visibility-mcp?: io.github.maxaeo/maxaeo-ai-visibility-mcp is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse transport.
Is io.github.maxaeo/maxaeo-ai-visibility-mcp actively maintained?: io.github.maxaeo/maxaeo-ai-visibility-mcp is recently maintained — last commit was 53 days ago. It has 1 GitHub stars.