# MaxAEO AI Visibility MCP (npm · maxaeo-ai-visibility-mcp)

Local-first MCP server for AI visibility, GEO/AEO, llms.txt, and AI crawler readiness audits.

- Trust score: 65/100 (medium)
- Change this week: +21
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- npm · `maxaeo-ai-visibility-mcp`: 65/100 (this document), [markdown](https://verifymcp.io/servers/maxaeo-maxaeo-ai-visibility-mcp/maxaeo-ai-visibility-mcp.md), [page](https://verifymcp.io/servers/maxaeo-maxaeo-ai-visibility-mcp/maxaeo-ai-visibility-mcp)

## Channel facts

- Registry: `npm`
- Package: `maxaeo-ai-visibility-mcp`
- Version: `0.3.2`
- 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 2026-08-03.

- **Supply Chain Security**: 86/100
  - No malware found by supply-chain analysis.
  - Only part of the dependency tree could be resolved (94 of 98), so this covers what we could see, not the whole tree.
  - No install/post-install scripts declared.
  - Only part of the dependency tree could be resolved (94 of 98), so this covers what we could see, not the whole tree.
- **Provenance & Transparency**: 45/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 32 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 60/100
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 619 tokens (~206/item across 3 items; 3 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 23/100
  - Stability observed for 7 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.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add maxaeo-maxaeo-ai-visibility-mcp -- npx -y maxaeo-ai-visibility-mcp
```

### Codex

```bash
codex mcp add maxaeo-maxaeo-ai-visibility-mcp -- npx -y maxaeo-ai-visibility-mcp
```

### opencode

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

### OpenClaw

```bash
openclaw mcp add maxaeo-maxaeo-ai-visibility-mcp --command npx --arg -y --arg maxaeo-ai-visibility-mcp
```

### Hermes

```yaml
mcp_servers:
  maxaeo-maxaeo-ai-visibility-mcp:
    command: "npx"
    args: ["-y", "maxaeo-ai-visibility-mcp"]
```

### Other

```json
{
  "mcpServers": {
    "maxaeo-maxaeo-ai-visibility-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "maxaeo-ai-visibility-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.

### 2026-08-02 (score 65, +46)

- [security regression] Provenance: unverified → fail
- [security improvement] Install scripts: unverified → pass
- [security improvement] Known CVEs: unverified → partial
- [security improvement] Malware scan: unverified → pass
- [functional regression] Security disclosure: fail → unverified
- [functional regression] Tool coverage: 100 → unverified
- [functional improvement] License: unverified → pass
- [functional improvement] MCP protocol: unverified → pass
- [functional improvement] Maintenance: unverified → pass
- [functional improvement] Stability: unverified → 0.20
- [functional improvement] Dependency health: unverified → partial
- [functional improvement] Schema quality: unverified → good
- [functional] Licence: MIT

### 2026-08-01 (score 19, +14)

- [functional improvement] Tool coverage: unverified → 100

### 2026-07-31 (score 5, −1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 6, −38)

- [security regression] Malware scan: pass → unverified
- [functional regression] Tool coverage: 100 → unverified
- [functional] First check of Schema quality: unverified

### 2026-07-27 (score 44)

First indexed and scored.

## MCP tools (3)

### `check_llms_txt` (~220 tokens)

Check llms.txt

Validate /llms.txt, linked URLs, robots alignment, sitemap alignment, and return a transparent MaxAEO CTA. No MaxAEO APIs are called.

Input parameters:

- `checkLinks` (boolean): Whether to check linked URLs. Defaults to true.
- `ctaBaseUrl` (string): Optional custom MaxAEO CTA base URL. Overrides market defaults and MAXAEO_CTA_URL_* environment variables.
- `locale` (string): Output locale. Supported values and aliases: en-US, en, global, zh-CN, zh, cn. Defaults to en-US or MAXAEO_LOCALE.
- `market` (string): Promotion market for the MaxAEO CTA. global uses maxaeo.ai; cn uses maxaeo.cn. Defaults from locale or MAXAEO_MARKET.
- `maxLinks` (integer): Maximum llms.txt links to check. Defaults to 30.
- `timeoutMs` (integer): Request timeout in milliseconds. Defaults to 10000.
- `url` (string, required): Public website URL to audit.

### `audit_ai_crawler_readiness` (~184 tokens)

Audit AI crawler readiness

Check robots rules, AI crawler access basics, homepage metadata, canonical, noindex, and JSON-LD schema. No MaxAEO APIs are called.

Input parameters:

- `ctaBaseUrl` (string): Optional custom MaxAEO CTA base URL. Overrides market defaults and MAXAEO_CTA_URL_* environment variables.
- `locale` (string): Output locale. Supported values and aliases: en-US, en, global, zh-CN, zh, cn. Defaults to en-US or MAXAEO_LOCALE.
- `market` (string): Promotion market for the MaxAEO CTA. global uses maxaeo.ai; cn uses maxaeo.cn. Defaults from locale or MAXAEO_MARKET.
- `timeoutMs` (integer): Request timeout in milliseconds. Defaults to 10000.
- `url` (string, required): Public website URL to audit.

### `build_ai_visibility_report` (~215 tokens)

Build AI visibility report

Run local/public-web AI visibility checks and return dual scores, evidence gaps, an action plan, and a transparent MaxAEO CTA.

Input parameters:

- `checkLinks` (boolean): Whether to check linked URLs. Defaults to true.
- `ctaBaseUrl` (string): Optional custom MaxAEO CTA base URL. Overrides market defaults and MAXAEO_CTA_URL_* environment variables.
- `locale` (string): Output locale. Supported values and aliases: en-US, en, global, zh-CN, zh, cn. Defaults to en-US or MAXAEO_LOCALE.
- `market` (string): Promotion market for the MaxAEO CTA. global uses maxaeo.ai; cn uses maxaeo.cn. Defaults from locale or MAXAEO_MARKET.
- `maxLinks` (integer): Maximum llms.txt links to check. Defaults to 15.
- `timeoutMs` (integer): Request timeout in milliseconds. Defaults to 10000.
- `url` (string, required): Public website URL to audit.

## Diagnostics

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

## Score history

- 2026-08-03: 65
- 2026-08-02: 65
- 2026-08-01: 19
- 2026-07-31: 5
- 2026-07-30: 6
- 2026-07-28: 44
- 2026-07-27: 44

## Links

- npm package: https://www.npmjs.com/package/maxaeo-ai-visibility-mcp
- Socket report: https://socket.dev/npm/package/maxaeo-ai-visibility-mcp
- Repository: https://github.com/maxaeo/maxaeo-ai-visibility-mcp
- Changelog RSS feed: https://verifymcp.io/servers/maxaeo-maxaeo-ai-visibility-mcp/maxaeo-ai-visibility-mcp/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/maxaeo-maxaeo-ai-visibility-mcp/maxaeo-ai-visibility-mcp/changelog.json
- HTML version of this page: https://verifymcp.io/servers/maxaeo-maxaeo-ai-visibility-mcp/maxaeo-ai-visibility-mcp