AI Visibility Checker
REMOTE · AIVISIBILITY.AGENTEXCHANGE.WORK · SCANNED SEP 20
Free, no signup. Check if ChatGPT, Perplexity & Google AI recommend a brand in 15 markets (GEO/AEO).
Available components
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. How we score → Why this is hard to score →
Endpoint Security63
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one. See how to fix → View diagnostics → Partial
- HTTPS check failed: the endpoint is reachable over plaintext HTTP. See how to fix → View diagnostics → Fail
- HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability86
- 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
- AI-judged instruction clarity (excellent).Pass
- Tool/resource definitions use about 289 tokens (~96/item across 3 items; 2 tools + 1 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management100
- No destabilizing schema changes in the last 30 days.Pass
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
- Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 2 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 4 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
- Supports UI / widget rendering.Pass
How do I install the AI Visibility Checker MCP server?
AI Visibility Checker is a hosted endpoint at https://aivisibility.agentexchange.work/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.
remote · aivisibility.agentexchange.work
claude mcp add --transport http work-agentexchange-aivisibility-ai-visibility-mc 'https://aivisibility.agentexchange.work/mcp'
{
"mcpServers": {
"work-agentexchange-aivisibility-ai-visibility-mc": {
"url": "https://aivisibility.agentexchange.work/mcp"
}
}
} {
"servers": {
"work-agentexchange-aivisibility-ai-visibility-mc": {
"type": "http",
"url": "https://aivisibility.agentexchange.work/mcp"
}
}
} [mcp_servers.work-agentexchange-aivisibility-ai-visibility-mc] url = "https://aivisibility.agentexchange.work/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"work-agentexchange-aivisibility-ai-visibility-mc": {
"type": "remote",
"url": "https://aivisibility.agentexchange.work/mcp",
"enabled": true
}
}
} openclaw mcp add work-agentexchange-aivisibility-ai-visibility-mc --url 'https://aivisibility.agentexchange.work/mcp' --transport streamable-http
mcp_servers:
work-agentexchange-aivisibility-ai-visibility-mc:
url: "https://aivisibility.agentexchange.work/mcp" {
"McpServers": {
"work-agentexchange-aivisibility-ai-visibility-mc": {
"Transport": "http",
"Url": "https://aivisibility.agentexchange.work/mcp"
}
}
} assistant mcp add work-agentexchange-aivisibility-ai-visibility-mc -t streamable-http -u 'https://aivisibility.agentexchange.work/mcp'
{
"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.
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 3 Sept 26 0
- Resource “visibility-score” now points somewhere else: ui://widget/visibility-score.html → ui://widget/visibility-score-v1.html security
- The server rewrote its instructions, which are the text every model session reads security
- Tool “check_agent_readiness” rewrote its description, which is the text the model reads security
- Tool “check_ai_visibility” rewrote its description, which is the text the model reads security
- Tool coverage: 50% → 100% ▲ functional
- Schema quality: 124 → 96 ▲ functional
- Tool “check_agent_readiness” now declares an output schema ▲ functional
- 26 Aug 26 +1
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 25 Aug 26 0
- Stability: 0.97 → pass security
- 24 Aug 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 93 to 97. That category is still filling its 30-day observation window: 28 days of observed history at the previous scan, 29 at this one. The score rises as the window fills, whether or not the server changes.
- 20 Aug 26 0
- Tool “check_agent_readiness” rewrote its description, which is the text the model reads security
- Schema quality: 108 → 124 ▼ functional
- 11 Aug 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 4 Aug 26 0
- Tool “check_ai_visibility” rewrote its description, which is the text the model reads security
- 31 Jul 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 20 Sept 2026 · Probed https://aivisibility.agentexchange.work/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=agentexchange.work | CN=WE1,O=Google Trust Services,C=US | 20 Aug 2026 | 18 Nov 2026 | ECDSA 256 | ECDSA-SHA256 | 12db0ff918988619136637f5c29cffef |
| SANs: agentexchange.work, aivisibility.agentexchange.work, *.aivisibility.agentexchange.work | ||||||
| CN=WE1,O=Google Trust Services,C=US (CA) | CN=GTS Root R4,O=Google Trust Services LLC,C=US | 13 Dec 2023 | 20 Feb 2029 | ECDSA 256 | ECDSA-SHA384 | 7ff31977972c224a76155d13b6d685e3 |
| CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) | CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE | 15 Nov 2023 | 28 Jan 2028 | ECDSA 384 | SHA256-RSA | 7fe530bf331343bedd821610493d8a1b |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of aivisibility.agentexchange.work. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| work. | present | 16252 | 8 | Verified |
| agentexchange.work. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://aivisibility.agentexchange.work/mcp | Verified | 200 | |
| http (plaintext) | http://aivisibility.agentexchange.work/mcp | Served over HTTP | 200 |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
check_agent_readiness Check Agent Readiness ~68
Read-only audit of whether a public website is ready for AI agents: crawler access, llms.txt, structured data, discovery files, and metadata. Returns a 0-100 score and specific gaps. Free.
| Name | Type | Req | Description |
|---|---|---|---|
| url | string | yes | Website URL to audit (https://...). |
| Name | Type | Req | Description |
|---|---|---|---|
| blocked | array | – | – |
| checks | array | – | – |
| dataUseNotice | string | – | – |
| disclaimer | string | – | – |
| kind | string | – | – |
| score | number | – | – |
| url | string | – | – |
No examples provided.
check_ai_visibility Check AI Visibility ~140
Read-only estimate of brand visibility in a representative large-language-model buyer-prompt sample. It is not a measurement or ranking from ChatGPT, OpenAI, or any named assistant. Returns a 0-100 proxy score, named competitors, and top fixes. Free.
| Name | Type | Req | Description |
|---|---|---|---|
| brand | string | yes | Brand or company name to check. |
| category | string | yes | 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. |
| Name | Type | Req | Description |
|---|---|---|---|
| brand | string | – | – |
| category | string | – | – |
| competitors | array | – | Other brands named in the representative sample |
| dataUseNotice | string | – | – |
| disclaimer | string | – | – |
| market | string | – | – |
| mentionRate | number | – | – |
| mentions | number | – | – |
| score | number | – | AI Visibility Score 0-100 |
| topFixes | array | – | Up to three practical public-site improvements |
| total | number | – | – |
No examples provided.
What is the AI Visibility Checker MCP server?
AI Visibility Checker is an MCP server listed in the public MCP registry as work.agentexchange.aivisibility/ai-visibility-mcp. Free, no signup. Check if ChatGPT, Perplexity & Google AI recommend a brand in 15 markets (GEO/AEO). This page covers its hosted endpoint (https://aivisibility.agentexchange.work/mcp).
Is the AI Visibility Checker MCP server safe to use?
AI Visibility Checker scores 83 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 AI Visibility Checker MCP server expose?
AI Visibility Checker exposes 2 tools: check_ai_visibility, check_agent_readiness. Their descriptions and schemas cost roughly 208 tokens of context every time the server is loaded.
Does the AI Visibility Checker MCP server require authentication?
No. We connected to AI Visibility Checker without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the AI Visibility Checker MCP server still maintained?
AI Visibility Checker is still listed as active in the MCP registry. We last reached this channel on 20 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.