Koskamo

aeo-mcp

A community MCP server providing tools for AI agents to audit website visibility to AI answer engines. It checks crawler permissions, validates llms.txt, extracts structured data, and performs a 29-check AI-readiness audit. The server is read-only, requires no API keys, and includes SSRF guards for security.

Package and access

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

aeo-mcp logo, by Arthur CarlsonCommunity listingLocal stdioSource reviewed; not executedPublished by Arthur Carlson
Vendor documentation

What you can do with it

  • Audit a website's visibility to AI answer engines
  • Check if specific AI bots like GPTBot are blocked
  • Validate llms.txt structure and content
  • Extract JSON-LD structured data from pages

Source and maintenance

Community listingRegistry 1.0.1
mcp-registry: io.github.arthurcarlsonn/aeo-mcp@1.0.1Source repository
Maintenance checked

Packages and installation

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

aeo-mcp 1.0.1

npm
aeo-mcp package definition
{
  "version": "1.0.1",
  "transport": "stdio",
  "identifier": "aeo-mcp",
  "registryType": "npm"
}

Tools

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

No tool definitions available.

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": {
    "aeo-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "aeo-mcp@1.0.1"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "aeo-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "aeo-mcp@1.0.1"
      ]
    }
  }
}

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": {
    "aeo-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "aeo-mcp@1.0.1"
      ]
    }
  }
}

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": {
    "aeo-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "aeo-mcp@1.0.1"
      ]
    }
  }
}

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