# AEO Auditor — AI Search & Agent Readiness Engine

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

- name: com.aeoauditing/aeo-auditor-mcp
- version: 2.0.1
- connection class: R0 (autonomous)
- trust: 82/100 flags: no-repository
- quality: 63/100 (needs work)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/com.aeoauditing%2Faeo-auditor-mcp
- tools: https://api.protogrid.dev/v1/servers/com.aeoauditing%2Faeo-auditor-mcp/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "aeo-auditor-mcp": {
      "type": "http",
      "url": "https://api.aeoauditing.com/mcp"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 99
- freshness: 100
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-97% +updated-9d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 63/100 (needs work)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 71 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: audit_domain (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); create_fix_kit_checkout (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); generate_remediation_kit (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
- pass `tools.token_cost`: about 647 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 25 (weight 15)

- warn `stability.changes`: 11 tool changes in 30 days
- fail `stability.rug_pull`: 6 tools kept their name but changed most of their description in 30 days; review before trusting them

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 5, about 647 tokens to load them all
- tool set hash: 26831558f1e2692ada77bb051140dd2b
- tools last changed: 2026-11-05T08:58:24.417Z
- badge: [![protogrid quality](https://protogrid.dev/badge/com.aeoauditing/aeo-auditor-mcp.svg)](https://protogrid.dev/servers/com.aeoauditing/aeo-auditor-mcp)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-11-05 `validate_robots_txt` changed (description)
  - before: 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.
  - after: Validate a robots.txt file or live domain robots.txt against 10 AI search crawlers (GPTBot, ChatGPT-User, OAI-SearchBot, PerplexityBot, ClaudeBot, Google-Extended, Applebot-Extended) and generate a 100/100 compliant configuration.
- 2026-11-05 `get_domain_benchmark` changed (description, inputSchema)
  - before: Look up a domain AEO readiness benchmark score and 4-pillar breakdown, or query the industry leaderboard directory.
  - after: Look up a domain AEO readiness benchmark score and 4-pillar breakdown, or query the industry leaderboard directory across SaaS, AI, FinTech, DevTools, and E-Commerce.
- 2026-11-05 `create_fix_kit_checkout` added
  - Create an instant Stripe Checkout link to unlock the 24-Hour Single-Domain Deep AI Remediation Kit ($2 one-time), Pro 5-Domain Watchdog ($5/mo), or Agency 30-Domain Suite ($15/mo).
- 2026-11-05 `generate_remediation_kit` added
  - Generate ready-to-deploy AI Search & AEO remediation files (compliant /robots.txt, Cloudflare WAF skip rule, /llms.txt manifest, and linked Organization + WebSite JSON-LD @graph) for any domain, plus a direct link to unlock the deep /llms-full.txt corpus.
- 2026-11-05 `audit_domain` changed (description)
  - before: 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.
  - after: 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, returning a Markdown scorecard, detected technical issues, and free copy-paste baseline fixes.
- 2026-10-31 `validate_robots_txt` changed (title, description, annotations) **meaning changed**
  - before: 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.
  - after: 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.
- 2026-10-31 `get_domain_benchmark` changed (title, description, annotations) **meaning changed**
  - before: 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.
  - after: Look up a domain AEO readiness benchmark score and 4-pillar breakdown, or query the industry leaderboard directory.
- 2026-10-31 `audit_domain` changed (title, description, inputSchema, annotations) **meaning changed**
  - before: 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.
  - after: 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.
- 2026-10-29 `validate_robots_txt` changed (title, description, annotations) **meaning changed**
  - before: 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.
  - after: 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.
- 2026-10-29 `get_domain_benchmark` changed (title, description, annotations) **meaning changed**
  - before: Look up a domain AEO readiness benchmark score and 4-pillar breakdown, or query the industry leaderboard directory.
  - after: 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.

Full history: https://api.protogrid.dev/v1/servers/com.aeoauditing%2Faeo-auditor-mcp/changes

## Remotes

- https://api.aeoauditing.com/mcp (streamable-http, auth none, reachable true, uptime30d 0.9722222)

## Packages

_none_

## Tools (5)

- `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, returning a Markdown scorecard, detected technical issues, and free copy-paste baseline fixes.
- `create_fix_kit_checkout`: Create an instant Stripe Checkout link to unlock the 24-Hour Single-Domain Deep AI Remediation Kit ($2 one-time), Pro 5-Domain Watchdog ($5/mo), or Agency 30-Domain Suite ($15/mo).
- `generate_remediation_kit`: Generate ready-to-deploy AI Search & AEO remediation files (compliant /robots.txt, Cloudflare WAF skip rule, /llms.txt manifest, and linked Organization + WebSite JSON-LD @graph) for any domain, plus a direct link to unlock the deep /llms-full.txt corpus.
- `get_domain_benchmark`: Look up a domain AEO readiness benchmark score and 4-pillar breakdown, or query the industry leaderboard directory across SaaS, AI, FinTech, DevTools, and E-Commerce.
- `validate_robots_txt`: Validate a robots.txt file or live domain robots.txt against 10 AI search crawlers (GPTBot, ChatGPT-User, OAI-SearchBot, PerplexityBot, ClaudeBot, Google-Extended, Applebot-Extended) and generate a 100/100 compliant configuration.