# Créavores AEO Audit (npm · creavores-aeo-mcp)

AEO / AI-search audit of any URL: direct answers, JSON-LD, llms.txt, E-E-A-T, AI citations.

- Trust score: 67/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-09-24

## Components

- npm · `creavores-aeo-mcp`: 67/100 (this document), [markdown](https://verifymcp.io/servers/tresor4k-creavores-aeo-mcp/creavores-aeo-mcp.md), [page](https://verifymcp.io/servers/tresor4k-creavores-aeo-mcp/creavores-aeo-mcp)

## Channel facts

- Registry: `npm`
- Package: `creavores-aeo-mcp`
- Version: `1.0.2`
- Transport: `stdio`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, 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 2026-09-24.

- **Supply Chain Security**: 98/100
  - No malware found by supply-chain analysis.
  - No known CVEs affecting this package version or its production dependencies.
  - No install/post-install scripts declared.
  - 33 of 117 dependencies flagged as unhealthy (1 deprecated).
- **Provenance & Transparency**: 19/100
  - Repository check failed: no source repository is declared.
  - Provenance check failed: no build-provenance attestation is published.
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 3 days ago).
  - Security-disclosure policy not yet verified: we couldn't inspect the source repository.
- **Schema Quality & AI Usability**: 85/100
  - AI-judged instruction clarity (excellent).
  - Tool/resource definitions use about 798 tokens (~99/item across 8 items; 8 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 0/100
  - Stability not yet verified: not enough scan history yet (needs a 30-day window).
- **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 8 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 8 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

**Unverified: 1 category.** A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.

## Install

### How do I install the Créavores AEO Audit MCP server?

Créavores AEO Audit runs locally as an npm package, launched with npx -y creavores-aeo-mcp. 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 tresor4k-creavores-aeo-mcp -- npx -y creavores-aeo-mcp
```

### Cursor

```json
{
  "mcpServers": {
    "tresor4k-creavores-aeo-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "creavores-aeo-mcp"
      ]
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "tresor4k-creavores-aeo-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "creavores-aeo-mcp"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add tresor4k-creavores-aeo-mcp -- npx -y creavores-aeo-mcp
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "tresor4k-creavores-aeo-mcp": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "creavores-aeo-mcp"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add tresor4k-creavores-aeo-mcp --command npx --arg -y --arg creavores-aeo-mcp
```

### Hermes

```yaml
mcp_servers:
  tresor4k-creavores-aeo-mcp:
    command: "npx"
    args: ["-y", "creavores-aeo-mcp"]
```

### Netclaw

```json
{
  "McpServers": {
    "tresor4k-creavores-aeo-mcp": {
      "Transport": "stdio",
      "Command": "npx",
      "Arguments": [
        "-y",
        "creavores-aeo-mcp"
      ]
    }
  }
}
```

### Vellum

```bash
assistant mcp add tresor4k-creavores-aeo-mcp -t stdio -c npx -a -y creavores-aeo-mcp
```

### Other

```json
{
  "mcpServers": {
    "tresor4k-creavores-aeo-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "creavores-aeo-mcp"
      ]
    }
  }
}
```

## 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.

### 2026-09-20 (score 67)

First indexed and scored.

## MCP tools (8)

### `audit_aeo` (~106 tokens)

Runs a full Answer Engine Optimization (AEO) audit on a URL: crawlability (30pts), content structure for AI extraction (35pts), and E-E-A-T trust signals (35pts), plus llms.txt and AI-bot access checks. Returns a 0-100 score, sub-scores, a verdict, and prioritized, actionable recommendations.

Input parameters:

- `url` (string, required): Full URL of the page to audit, e.g. https://example.com/page

### `check_direct_answer` (~84 tokens)

Checks whether a page has a concise 40-60 word direct-answer paragraph right under the H1 — the single strongest citability signal for AI/answer engines (ChatGPT, Perplexity, Google AI Overviews). Returns the detected passage, its word count, and a pass/fail verdict.

Input parameters:

- `url` (string, required): Full URL of the page to check.

### `extract_structured_data` (~99 tokens)

Extracts and validates all JSON-LD structured data on a page: parses every <script type="application/ld+json"> block, reports @type list, JSON parse errors, common schema.org mistakes (missing required fields), and confirms the data is present server-side in the raw HTML (not injected client-side via useEffect, which AI crawlers may not execute).

Input parameters:

- `url` (string, required): Full URL of the page to inspect.

### `check_llms_txt` (~98 tokens)

Checks whether a domain publishes an llms.txt file and whether it follows the llmstxt.org specification: H1 title, optional blockquote summary, '## Section' headings, and Markdown link list items ('- [Title](URL): notes'). Returns existence, a 0-100 compliance score, and the extracted links.

Input parameters:

- `domain` (string, required): Domain or base URL, e.g. example.com or https://example.com

### `check_eeat_signals` (~102 tokens)

Checks Experience-Expertise-Authoritativeness-Trustworthiness (E-E-A-T) signals on a page: byline/author, publish/modified dates, source citations (external links), links to an About/Methodology page, and legal-notice/privacy links. These signals matter for YMYL topics and for AI engines assessing whether to trust and cite a source.

Input parameters:

- `url` (string, required): Full URL of the page to check.

### `check_agentic_readiness` (~115 tokens)

Assesses how readable and navigable a page is for AI agents performing 'agentic browsing' (Claude, ChatGPT agents, Perplexity, etc.), not just traditional search crawlers. Checks: llms.txt compliance, heading structure sanity, image alt-text coverage, ARIA landmarks/labels, meta robots directives, and whether AI-specific crawlers are blocked in robots.txt. Aligned with Lighthouse's new Agentic Browsing audit category.

Input parameters:

- `url` (string, required): Full URL of the page to check.

### `simulate_ai_citation` (~113 tokens)

Simulates how an AI answer engine (ChatGPT, Perplexity, AI Overviews) would extract a citable passage from a page. Scans paragraphs, list items, table rows, and FAQ answers, scores each for self-containedness (length, no dangling pronouns, presence of numbers/definitions), and returns the single most citable passage plus an explanation of why it would (or would not) be picked over the others.

Input parameters:

- `url` (string, required): Full URL of the page to analyze.

### `compare_aeo` (~81 tokens)

Compares the AEO scores of 2 to 3 URLs side by side (e.g. your page vs. one or two competitors). Returns each URL's overall score, sub-scores, ranking, and the biggest gaps to close to beat the top-ranked one.

Input parameters:

- `urls` (array, required): 2 to 3 full URLs to compare.

## Diagnostics

Captured diagnostic sections: Provenance, Dependencies. The full working is on the page: https://verifymcp.io/servers/tresor4k-creavores-aeo-mcp/creavores-aeo-mcp#diagnostics

## Score history

- 2026-09-24: 67
- 2026-09-23: 67
- 2026-09-22: 67
- 2026-09-21: 67
- 2026-09-20: 67

## Common questions

### What is the Créavores AEO Audit MCP server?

Créavores AEO Audit is an MCP server listed in the public MCP registry as io.github.tresor4k/creavores-aeo-mcp. AEO / AI-search audit of any URL: direct answers, JSON-LD, llms.txt, E-E-A-T, AI citations. This page covers its npm package (creavores-aeo-mcp).

### Is the Créavores AEO Audit MCP server safe to use?

Créavores AEO Audit scores 67 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 24 September 2026. It declares no install or post-install scripts. 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 Créavores AEO Audit MCP server expose?

Créavores AEO Audit exposes 8 tools: audit_aeo, check_direct_answer, extract_structured_data, check_llms_txt, check_eeat_signals, and 3 more. Their descriptions and schemas cost roughly 798 tokens of context every time the server is loaded.

### Is the Créavores AEO Audit MCP server still maintained?

Créavores AEO Audit is still listed as active in the MCP registry. We last reached this channel on 24 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

### What licence is the Créavores AEO Audit MCP server under?

Créavores AEO Audit declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.

## Links

- npm package: https://www.npmjs.com/package/creavores-aeo-mcp
- Socket report: https://socket.dev/npm/package/creavores-aeo-mcp
- Website: https://lescreavores.fr/
- Changelog RSS feed: https://verifymcp.io/servers/tresor4k-creavores-aeo-mcp/creavores-aeo-mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/tresor4k-creavores-aeo-mcp/creavores-aeo-mcp.json
- HTML version of this page: https://verifymcp.io/servers/tresor4k-creavores-aeo-mcp/creavores-aeo-mcp
