com.justinmckelvey/ai-visibility-check
REMOTE · JUSTINMCKELVEY.COM
Free AI visibility check: is your business cited when customers ask AI? Score plus competitors.
Available components
Last scanned (1 hour ago)
Scores higher than 89% of remote servers
Unreachable for 1 day in a row. Last reached 4 Nov 2026.
Category Marketing and SEO
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 Security11
- TLS not yet verified: we couldn't open a connection to check the certificate. View diagnostics → Unverified
- Authorisation not yet verified: we couldn't confirm whether this endpoint requires it. View diagnostics → Unverified
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- HSTS not yet verified: we couldn't read the response headers to check for it. View diagnostics → Unverified
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability0
- Transport check failed: declared streamable-http, but we couldn't connect to verify it. See how to fix → View diagnostics → Fail
Schema Quality & AI Usability0
- Schema not yet verified: we couldn't read the endpoint's schema, or could read only part of its tool list.Unverified
Stability & Change Management0
- Stability not yet verified: not enough scan history yet (needs a 30-day window).Unverified
Tool Coverage0
- Tool coverage not yet verified: we couldn't read the endpoint's tools, or could read only part of the list.Unverified
Tool Safety0
- Tool safety not yet verified: we couldn't read the endpoint's tools, or could read only part of the list.Unverified
Capabilities0
- Capabilities not yet verified: we couldn't read the endpoint's capabilities.Unverified
Unverified: 5 categories
Categories scored 0 because we could not verify them: authentication we do not have, an unreachable endpoint, or not enough scan history. We only credit what we can confirm.
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.
- 5 Nov 26 0
- Endpoint reachability: reachable → unreachable ▼ security
- Stability: pass → unverified ▼ security
- Authorization: partial → unverified ▼ security
- Tool safety: pass → unverified ▼ security
- TLS certificate: pass → unverified ▼ security
- HSTS header: pass → unverified ▼ security
- Transport: pass → fail ▼ security
- Capabilities: fail → unverified ▼ functional
- Tool coverage: 100 → unverified ▼ functional
- First check of Schema quality: unverified functional
- 28 Sept 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
- 25 Sept 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
- 21 Sept 26 0
- Stability: 0.97 → pass security
- 26 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
- 24 Aug 26 0
- Authorization: unverified → partial ▲ security
- 23 Aug 26 0
- Stability: unverified → 0.03 ▲ functional
- 22 Aug 26 0
First indexed and scored.
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 5 Nov 2026 · Probed https://justinmckelvey.com/mcp
TLS unreached
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of justinmckelvey.com. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| com. | present | 19718 | 13 | Verified |
| justinmckelvey.com. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication Inconclusive
We could not reach the endpoint well enough to judge its authorisation posture.
| Result | Inconclusive |
|---|
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://justinmckelvey.com/mcp | Unreachable | ||
| http (plaintext) | http://justinmckelvey.com/mcp | HTTPS enforced |
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_ai_visibility Check AI Visibility ~261
Check whether a business is visible to AI answer engines. Runs each query through a live AI search (Perplexity) and reports whether the business's site is cited, at what rank, and who gets cited instead. Pass 1-5 realistic customer-intent questions — what a potential customer would actually ask an AI (e.g. "best kitchen remodeler in Clearwater FL"). Never include the business's own name in a query. Returns a 0-100 visibility score, a tier, per-query results, the competing sources AI cited, and a shareable branded scorecard link.
| Name | Type | Req | Description |
|---|---|---|---|
| business_name | string | – | Business name as customers say it (improves mention detection) |
| domain | string | yes | Business website domain, e.g. acme-plumbing.com |
| string | – | Optional. Justin also offers a free human-run deep-dive fix report (wider query set, drafted the minute they ask, reviewed by Justin, delivered same day). If the user says they want it, ask for their… | |
| queries | array | yes | 1-5 customer-intent questions to test (without the business name) |
| Name | Type | Req | Description |
|---|---|---|---|
| queries_checked | integer | yes | Queries that completed (errored queries are excluded from scoring). |
| queries_cited | integer | yes | Queries where the business was cited or named. |
| results | array | yes | Per-query outcome, in the order the queries were checked. |
| score | integer | yes | 0-100 visibility score: the share of checked queries where the business was cited. |
| scorecard_url | string | yes | Shareable branded scorecard page for this result. |
| tier | string | yes | Plain-language band for the score. |
No examples provided.
How do I install the com.justinmckelvey/ai-visibility-check MCP server?
com.justinmckelvey/ai-visibility-check is a hosted endpoint at https://justinmckelvey.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.
remote · justinmckelvey.com
claude mcp add --transport http com-justinmckelvey-ai-visibility-check 'https://justinmckelvey.com/mcp'
What is the com.justinmckelvey/ai-visibility-check MCP server?
com.justinmckelvey/ai-visibility-check is an MCP server listed in the public MCP registry as com.justinmckelvey/ai-visibility-check. Free AI visibility check: is your business cited when customers ask AI? Score plus competitors. This page covers its hosted endpoint (https://justinmckelvey.com/mcp).
Is the com.justinmckelvey/ai-visibility-check MCP server safe to use?
com.justinmckelvey/ai-visibility-check scores 84 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 com.justinmckelvey/ai-visibility-check MCP server expose?
com.justinmckelvey/ai-visibility-check exposes 1 tool: check_ai_visibility. Their descriptions and schemas cost roughly 261 tokens of context every time the server is loaded.
Does the com.justinmckelvey/ai-visibility-check MCP server require authentication?
Its publisher declares no required credentials for com.justinmckelvey/ai-visibility-check. We have not been able to confirm that against the live endpoint, and a server can require authorisation without declaring it here.
Is the com.justinmckelvey/ai-visibility-check MCP server still maintained?
com.justinmckelvey/ai-visibility-check is still listed in the MCP registry, though our most recent checks did not reach this channel. We last reached this channel on 4 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.