# AEO Inspector (remote · aeoinspector.com)

AEO scan, 16-engine AI report and one-domain security + AEO report with fixes (x402 USDC).

- Trust score: 70/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-10-22

## Components

- remote · `aeoinspector.com`: 70/100 (this document), [markdown](https://verifymcp.io/servers/com-aeoinspector-aeo-inspector/aeoinspector.md), [page](https://verifymcp.io/servers/com-aeoinspector-aeo-inspector/aeoinspector)

## Channel facts

- Endpoint: `https://aeoinspector.com/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `2.2.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-10-22.

- **Endpoint Security**: 74/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - HTTPS is enforced; there's no plaintext access path.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 61/100
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 1165 tokens (~291/item across 4 items; 4 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 10/100
  - Stability observed for 3 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 4 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 5 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a current MCP spec version (2026-07-28).

## Install

### How do I install the AEO Inspector MCP server?

AEO Inspector is a hosted endpoint at https://aeoinspector.com/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http com-aeoinspector-aeo-inspector 'https://aeoinspector.com/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "com-aeoinspector-aeo-inspector": {
      "url": "https://aeoinspector.com/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "com-aeoinspector-aeo-inspector": {
      "type": "http",
      "url": "https://aeoinspector.com/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.com-aeoinspector-aeo-inspector]
url = "https://aeoinspector.com/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-aeoinspector-aeo-inspector": {
      "type": "remote",
      "url": "https://aeoinspector.com/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add com-aeoinspector-aeo-inspector --url 'https://aeoinspector.com/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  com-aeoinspector-aeo-inspector:
    url: "https://aeoinspector.com/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "com-aeoinspector-aeo-inspector": {
      "Transport": "http",
      "Url": "https://aeoinspector.com/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add com-aeoinspector-aeo-inspector -t streamable-http -u 'https://aeoinspector.com/mcp'
```

### Other

```json
{
  "mcpServers": {
    "com-aeoinspector-aeo-inspector": {
      "type": "http",
      "url": "https://aeoinspector.com/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-10-21 (score 70, +1)

No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-20 (score 69, 0)

- [security] The server rewrote its instructions, which are the text every model session reads
- [functional regression] Schema quality: 897 → 1165
- [functional improvement] Stability: unverified → 0.03
- [functional] Server version: 2.0.0 → 2.2.0
- [functional] New tool “domain_report”

### 2026-10-19 (score 69)

First indexed and scored.

## MCP tools (4)

### `pricing` (~37 tokens)

Free. Prices of the paid tools and HTTP endpoints, the payment network (Base) and address. No input, no network request, no payment.

### `scan_site` (~321 tokens)

Deep AEO scan of a website: fetches the homepage as a browser, Googlebot, OAI-SearchBot, GPTBot, ClaudeBot and PerplexityBot and diffs what each gets (JS shells, stale prerender snapshots, cloaking-like gaps), diagnoses Cloudflare AI-bot blocks (dashboard setting + WAF Skip rule), detects Base44/Replit/Lovable, reads robots.txt rules for 21 AI crawlers, crawls up to 9 more pages from the sitemap, validates JSON-LD (Organization, LocalBusiness, Product, FAQPage, Article, SoftwareApplication), checks Wikidata/sameAs entity signals, freshness, question-style headings, TTFB and HTML size, and asks Perplexity one category question. Checks agent files (llms.txt, MCP server card or /mcp, OpenAPI, /.well-known/x402 or a 402 challenge, JSON-LD Offer pricing, Web Bot Auth key directory). Returns the 100-point score, crawlerAccess (score, per-bot outcome), agentReady (score, pass/fail checks with fixes), prioritized fixes, a result_url, a badge_url and a ready-to-paste kit (llms.txt, robots.txt, JSON-LD). Takes 10-25 seconds. Costs $0.05 USDC per call via x402 (payment in _meta["x402/payment"]); invalid input or a failed run returns an error and is not charged.

Input parameters:

- `url` (string, required): Website or page URL, e.g. example.com

### `full_report` (~244 tokens)

16-engine AI visibility report: five category questions, each asked 3 times (240 answers), to ChatGPT, Microsoft Copilot, Gemini, Claude, Grok, Google AI Overviews, Google AI Mode, Perplexity, Meta AI, DeepSeek, Qwen, Mistral, GLM, MiniMax, Exa Answer and You.com. Returns per-engine answers, mention rate, citations of the site (own domain in the returned sources), a visibility score, competitor share of mentions (overall and per engine), the sources engines cited, and a report_url. Takes 2-4 minutes. Not charged unless at least 12 of 16 engines answer. Costs $9 USDC per call via x402 (payment in _meta["x402/payment"]); invalid input or a failed run returns an error and is not charged.

Input parameters:

- `brand` (string): Optional: brand name to look for (default: detected from the page)
- `topic` (string): Optional: what the site offers, used in the questions (default: the page's meta description)
- `url` (string, required): Website or page URL, e.g. example.com

### `domain_report` (~187 tokens)

One-domain report: runs the OrionCMD site audit (TLS from CT logs, DNS/DNSSEC/CAA, RDAP expiry, SPF/DMARC/DKIM/MTA-STS, security headers, security.txt) and the AEO Inspector deep scan (AI crawler access, bot-vs-browser diff, agent-ready checks) for one domain. Returns both grades and one merged, priority-sorted fixes list (paste-ready DNS records, registrar steps, robots.txt/llms.txt/JSON-LD) with a shell command to verify each, plus a report_url kept 30 days. Not charged if any part can't run. Costs $2 USDC per call via x402 (payment in _meta["x402/payment"]); invalid input or a failed run returns an error and is not charged.

Input parameters:

- `url` (string, required): Website or page URL, e.g. example.com

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/com-aeoinspector-aeo-inspector/aeoinspector#diagnostics

## Score history

- 2026-10-22: 70
- 2026-10-21: 70
- 2026-10-20: 69
- 2026-10-19: 69

## Common questions

### What is the AEO Inspector MCP server?

AEO Inspector is an MCP server listed in the public MCP registry as com.aeoinspector/aeo-inspector. AEO scan, 16-engine AI report and one-domain security + AEO report with fixes (x402 USDC). This page covers its hosted endpoint (https://aeoinspector.com/mcp).

### Is the AEO Inspector MCP server safe to use?

AEO Inspector scores 70 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the AEO Inspector MCP server expose?

AEO Inspector exposes 4 tools: pricing, scan_site, full_report, domain_report. Their descriptions and schemas cost roughly 789 tokens of context every time the server is loaded.

### Does the AEO Inspector MCP server require authentication?

No. We connected to AEO Inspector without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the AEO Inspector MCP server still maintained?

AEO Inspector is still listed as active in the MCP registry. We last reached this channel on 22 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://aeoinspector.com/mcp
- Website: https://aeoinspector.com/llms.txt
- Changelog RSS feed: https://verifymcp.io/servers/com-aeoinspector-aeo-inspector/aeoinspector.xml
- Changelog JSON feed: https://verifymcp.io/servers/com-aeoinspector-aeo-inspector/aeoinspector.json
- HTML version of this page: https://verifymcp.io/servers/com-aeoinspector-aeo-inspector/aeoinspector