Koskamo

AEO Auditor MCP

An MCP server that allows AI agents to perform live Answer Engine Optimization (AEO) audits, including checking AI crawler access, validating JSON-LD schema structures, and verifying robots.txt configurations for specific domains.

Visit AEO Auditor

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 Auditor MCP logo, by AEO AuditorVendor evidenceStreamable HTTPNo sign-inEndpoint checked 2026-11-01Operated by AEO Auditor
MCP endpoint (Streamable HTTP)
https://api.aeoauditing.com/mcp
Vendor documentation

What you can do with it

  • Run live AEO audits on target websites
  • Validate robots.txt directives for AI bots
  • Check domain benchmarks against competitors

Source and maintenance

Vendor evidenceRegistry 2.0.1
mcp-registry: com.aeoauditing/aeo-auditor-mcp@2.0.1Project website

Protocol and capabilities

Server
aeo-auditor-mcp 2.0.0
MCP protocol
2025-03-26
Tools
3 advertised
Resources
Not advertised
Resource templates
Not advertised
Prompts
Not advertised
Server-advertised capabilities
{
  "tools": {
    "listChanged": false
  }
}

Tools

3 advertised

audit_domain
Advertised by the server during the last successful anonymous check.

Execute a live real-time Answer Engine Optimization (AEO), Generative Engine Optimization (GEO), JSON-LD Schema AST, and AI Agent Readiness (/llms.txt & /.well-known) diagnostic audit on any domain or URL.

audit_domain input schema
{
  "type": "object",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "description": "Target domain or full URL to audit (e.g. \"stripe.com\" or \"https://stripe.com\")."
    }
  }
}
get_domain_benchmark
Advertised by the server during the last successful anonymous check.

Look up a domain AEO readiness benchmark score and 4-pillar breakdown, or query the industry leaderboard directory.

get_domain_benchmark input schema
{
  "type": "object",
  "properties": {
    "domain": {
      "type": "string",
      "description": "Optional domain name to retrieve benchmark profile (e.g. \"openai.com\"). Omit to list top leaderboard domains."
    },
    "category": {
      "type": "string",
      "description": "Optional industry category filter when listing leaderboard benchmarks (e.g. \"AI & ML\", \"FinTech\", \"DevTools\", \"SaaS\")."
    }
  }
}
validate_robots_txt
Advertised by the server during the last successful anonymous check.

Validate a robots.txt file or live domain robots.txt against 10 AI search crawlers (GPTBot, ChatGPT-User, PerplexityBot, ClaudeBot, Google-Extended, Applebot-Extended, etc.) and generate a 100/100 compliant configuration.

validate_robots_txt input schema
{
  "type": "object",
  "properties": {
    "domain": {
      "type": "string",
      "description": "Optional domain to fetch live /robots.txt from (e.g. \"example.com\")."
    },
    "robotsTxtContent": {
      "type": "string",
      "description": "Optional raw robots.txt content string to validate directly."
    }
  }
}

Prompts

Not advertised

No prompt definitions available.

Resources

Not advertised

No resource definitions available.

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
282 ms
95th percentile latency
282 ms

Maintenance history

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

  • · probe · passed · 282 ms · metadata changed · 3 tool(s)

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-auditor-mcp https://api.aeoauditing.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-auditor-mcp --url https://api.aeoauditing.com/mcp

Cursor

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

Cline

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

VS Code

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

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