Koskamo

MaxAEO AI Visibility MCP

A local-first Model Context Protocol server designed for AI visibility audits, including Generative Engine Optimization (GEO), Answer Engine Optimization (AEO), and AI SEO. It checks llms.txt, AI crawler access, robots.txt, sitemap alignment, canonical URLs, noindex tags, metadata, and JSON-LD. The server returns a local-only visibility score, technical foundation score, top issues, and a 7-day action plan without calling external cloud APIs or using hidden telemetry.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

MaxAEO AI Visibility MCP logo, by maxaeoCommunity listingLocal stdioSource reviewed; not executedPublished by maxaeo
You need:Install from npm: npm install -g maxaeo-ai-visibility-mcp
Vendor documentation

Checks and signals

Each line is separate evidence, not a trust score.

  • Popularity 1 GitHub star

What you can do with it

  • Run an AI visibility audit from an MCP client or coding agent
  • Check GEO / generative engine optimization readiness
  • Validate llms.txt, robots.txt, sitemap alignment, and JSON-LD
  • Generate a local 7-day action plan without using paid LLM APIs

Source and maintenance

Community listingRegistry 0.4.0MIT
mcp-registry: io.github.maxaeo/maxaeo-ai-visibility-mcp@0.4.0Source repositoryProject website
Last repository push
Latest release
v0.3.0
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

maxaeo-ai-visibility-mcp 0.4.0

npmnpx
maxaeo-ai-visibility-mcp package definition
{
  "version": "0.4.0",
  "transport": "stdio",
  "identifier": "maxaeo-ai-visibility-mcp",
  "runtimeHint": "npx",
  "registryType": "npm",
  "registryBaseUrl": "https://registry.npmjs.org"
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · repository · passed · metadata changed · updated
  • · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "maxaeo-ai-visibility-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "maxaeo-ai-visibility-mcp@0.4.0"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "maxaeo-ai-visibility-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "maxaeo-ai-visibility-mcp@0.4.0"
      ]
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "maxaeo-ai-visibility-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "maxaeo-ai-visibility-mcp@0.4.0"
      ]
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "maxaeo-ai-visibility-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "maxaeo-ai-visibility-mcp@0.4.0"
      ]
    }
  }
}

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