# AI Visibility Checker (remote · aivisibility.agentexchange.work)

Free, no signup. Check if ChatGPT, Perplexity & Google AI recommend a brand in 15 markets (GEO/AEO).

- Trust score: 71/100 (medium)
- Change this week: +3
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `aivisibility.agentexchange.work`: 71/100 (this document), [markdown](https://verifymcp.io/servers/work-agentexchange-aivisibility-ai-visibility-mcp/aivisibility.md), [page](https://verifymcp.io/servers/work-agentexchange-aivisibility-ai-visibility-mcp/aivisibility)

## Channel facts

- Endpoint: `https://aivisibility.agentexchange.work/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.1.0`

## 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 2026-08-03.

- **Endpoint Security**: 63/100
  - 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 check failed: the endpoint is reachable over plaintext HTTP.
  - 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**: 85/100
  - 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (excellent).
  - Tool/resource definitions use about 334 tokens (~111/item across 3 items; 2 tools + 1 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 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.
  - Structured output schemas are declared (50% of tools); any adoption earns full credit.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.
  - Supports UI / widget rendering.

## Install

### Claude

```bash
claude mcp add --transport http work-agentexchange-aivisibility-ai-visibility-mc https://aivisibility.agentexchange.work/mcp
```

### Codex

```toml
[mcp_servers.work-agentexchange-aivisibility-ai-visibility-mc]
url = "https://aivisibility.agentexchange.work/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "work-agentexchange-aivisibility-ai-visibility-mc": {
      "type": "remote",
      "url": "https://aivisibility.agentexchange.work/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add work-agentexchange-aivisibility-ai-visibility-mc --url https://aivisibility.agentexchange.work/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  work-agentexchange-aivisibility-ai-visibility-mc:
    url: "https://aivisibility.agentexchange.work/mcp"
```

### Other

```json
{
  "mcpServers": {
    "work-agentexchange-aivisibility-ai-visibility-mc": {
      "type": "http",
      "url": "https://aivisibility.agentexchange.work/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.

### 2026-08-02 (score 71, +1)

No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-31 (score 70, 0)

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

### 2026-07-30 (score 70, +1)

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

### 2026-07-29 (score 69, +1)

No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-27 (score 68, +1)

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

### 2026-07-26 (score 67)

First indexed and scored.

## MCP tools (2)

### `check_ai_visibility` (~147 tokens)

Check AI Visibility

Check whether AI assistants (ChatGPT, Perplexity, Google AI Overviews) recommend a brand when buyers ask for recommendations in its category. Returns an AI Visibility Score (0-100), how often the brand is named across real buyer questions, and which competitor brands the AI names instead. Free.

Input parameters:

- `brand` (string, required): Brand or company name to check.
- `category` (string, required): Category buyers ask AI about, e.g. 'project management software'.
- `market` (string): Optional market: us, uk, jp, kr, de, fr, es, br, in. Default us.
- `url` (string): Optional website URL to improve the audit.

Output parameters:

- `brand` (string)
- `category` (string)
- `competitors` (array): Brands AI names instead
- `market` (string)
- `mentionRate` (number)
- `mentions` (number)
- `reportUrl` (string)
- `score` (number): AI Visibility Score 0-100
- `total` (number)

### `check_agent_readiness` (~93 tokens)

Check Agent Readiness

Audit whether a website is ready for AI shopping/research AGENTS to discover and use it: AI-crawler access (GPTBot/ClaudeBot/PerplexityBot), llms.txt, schema.org structured data, and a /.well-known agent manifest. Returns a 0-100 agent-readiness score with specific gaps. Free.

Input parameters:

- `url` (string, required): Website URL to audit (https://...).

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/work-agentexchange-aivisibility-ai-visibility-mcp/aivisibility#diagnostics

## Score history

- 2026-08-03: 71
- 2026-08-02: 71
- 2026-08-01: 70
- 2026-07-31: 70
- 2026-07-30: 70
- 2026-07-29: 69
- 2026-07-28: 68
- 2026-07-27: 68
- 2026-07-26: 67

## Links

- Remote endpoint: https://aivisibility.agentexchange.work/mcp
- Website: https://aivisibility.agentexchange.work/
- Changelog RSS feed: https://verifymcp.io/servers/work-agentexchange-aivisibility-ai-visibility-mcp/aivisibility/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/work-agentexchange-aivisibility-ai-visibility-mcp/aivisibility/changelog.json
- HTML version of this page: https://verifymcp.io/servers/work-agentexchange-aivisibility-ai-visibility-mcp/aivisibility