AEO Auditor — AI Search & Agent Readiness Engine

com.aeoauditingPublished by aeoauditing.comOfficial publisherv2.0.1Updated Oct 29, 2026

Live AEO, GEO, JSON-LD Schema, robots.txt AI crawler, and Agent Readiness diagnostic auditor.

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingDeveloper Tools

Overview

AI-generated overview

Remote MCP server that audits a domain's AI search readiness: AEO/GEO, JSON-LD schema, robots.txt for AI crawlers, and agent readiness.

What you can do
  • Run a live diagnostic audit of any domain or URL covering AEO, GEO, JSON-LD schema structure and AI agent readiness files
  • Look up a domain's AEO readiness benchmark score with a four-pillar breakdown, or browse the industry leaderboard
  • Validate a robots.txt file or a live domain's robots.txt against ten AI search crawlers and get a compliant configuration
When to use it
Useful when checking how well a site is set up to be found and cited by AI search engines and agents, comparing a domain against benchmarks, or verifying that AI crawlers are allowed by robots.txt.
Requirements
A remote streamable HTTP endpoint; no package, environment variables or headers are declared, and no authentication is declared.
Before you install
The tools run live audits against domains you name, so the target site is contacted by the service; results and queried domains are handled by the third-party provider.

Installation

In SourceWeft

  1. Open AEO Auditor — AI Search & Agent Readiness Engine in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.aeoauditing%2Faeo-auditor-mcp/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "aeo-auditor-ai-search-agent-readiness-en": {
      "type": "http",
      "url": "https://api.aeoauditing.com/mcp"
    }
  }
}

Tools

3

audit_domain

Audit Domain

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. When to use: Call this tool when you specifically need to execute 'audit_domain' on AEO Auditor (aeoauditing.com). Do NOT use this tool when another specialized tool fits better (use 'get_domain_benchmark' or 'validate_robots_txt' for their respective operations). Parameters: url (required). Behavior & Side Effects: Strictly read-only, idempotent query with zero state mutation; public unauthenticated access allowed; rate-limited to 60 requests/min per IP. Returns: Structured JSON object containing status, matched records or computed metrics, and canonical action URLs.

Parametersurlrequired

get_domain_benchmark

Get Domain Benchmark

Look up a domain AEO readiness benchmark score and 4-pillar breakdown, or query the industry leaderboard directory. When to use: Call this tool when you specifically need to execute 'get_domain_benchmark' on AEO Auditor (aeoauditing.com). Do NOT use this tool when another specialized tool fits better (use 'audit_domain' or 'validate_robots_txt' for their respective operations). Parameters: domain (optional), category (optional). Behavior & Side Effects: Strictly read-only, idempotent query with zero state mutation; public unauthenticated access allowed; rate-limited to 60 requests/min per IP. Returns: Structured JSON object containing status, matched records or computed metrics, and canonical action URLs.

Parametersdomaincategory

validate_robots_txt

Validate Robots Txt

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. When to use: Call this tool when you specifically need to execute 'validate_robots_txt' on AEO Auditor (aeoauditing.com). Do NOT use this tool when another specialized tool fits better (use 'audit_domain' or 'get_domain_benchmark' for their respective operations). Parameters: domain (optional), robotsTxtContent (optional). Behavior & Side Effects: Strictly read-only, idempotent query with zero state mutation; public unauthenticated access allowed; rate-limited to 60 requests/min per IP. Returns: Structured JSON object containing status, matched records or computed metrics, and canonical action URLs.

ParametersdomainrobotsTxtContent

Version history

1
  1. v2.0.1LatestOct 29, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.