Koskamo

AEO Inspector MCP

An MCP server for Answer Engine Optimization that allows agents to crawl websites, check AI crawler access, and generate detailed reports on how AI engines like ChatGPT and Google perceive a site. It provides tools to scan sites, generate 16-engine reports, and track visibility over time, with payment handled via x402.

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

AEO Inspector MCP logo, by AEO InspectorVendor evidenceStreamable HTTPNo sign-inEndpoint checked 2026-10-26Operated by AEO Inspector
MCP endpoint (Streamable HTTP)
https://aeoinspector.com/mcp
Vendor documentation

What you can do with it

  • Scan a website to check AI crawler access and generate an AEO score
  • Generate a 16-engine report analyzing visibility across major AI answer engines
  • Track weekly changes in AI visibility and competitor mention share

Source and maintenance

Vendor evidenceRegistry 2.2.0
mcp-registry: com.aeoinspector/aeo-inspector@2.2.0Project website

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.

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

Connect from your client

Each snippet registers the same endpoint; pick the client you 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.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http aeo-inspector-mcp https://aeoinspector.com/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add aeo-inspector-mcp --url https://aeoinspector.com/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable aeo-inspector-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "aeo-inspector-mcp": {
      "url": "https://aeoinspector.com/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "aeo-inspector-mcp": {
      "type": "streamableHttp",
      "url": "https://aeoinspector.com/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start aeo-inspector-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "aeo-inspector-mcp": {
      "type": "http",
      "url": "https://aeoinspector.com/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http aeo-inspector-mcp https://aeoinspector.com/mcp

Claude Desktop

Merge this into claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\), then restart Claude Desktop.
Claude Desktop configuration
{
  "mcpServers": {
    "aeo-inspector-mcp": {
      "url": "https://aeoinspector.com/mcp"
    }
  }
}

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "aeo-inspector-mcp": {
      "serverUrl": "https://aeoinspector.com/mcp"
    }
  }
}

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