com.justinmckelvey/ai-visibility-check

MCPcommunitylive
v1.0.0com.justinmckelveyUnknownUpdated 1mo ago

Free AI visibility check: is your business cited when customers ask AI? Score plus competitors.

Endpoint healthlive
checked 11m ago · 301ms
100% of the last 6 checks reached this endpoint
Works in
ClaudeCursorCopilotChatGPTGemini

Inferred from the transports this listing declares (streamable-http). A client not listed here hasn’t been ruled out — it just isn’t something Forge can confirm.

Automatically indexed from public sources. Not yet verified by the developer on Forge.Claim this listing →
1mo agoLast update
Package
Authorcom.justinmckelvey
LicenseUnknown
Version1.0.0
Sourcemcp-registry
Trust Status
B
60/100Good
Hosted endpoint only: this assessment covers who publishes it and whether it answers, not the code behind it. No CVE, dependency or source analysis applies, so nothing here is a clean bill for that code.
✓Listed in Forge index+10/10
—Publisher identity verified+0/30
→ Publisher: this listing has no repository on file, so `forge publish` cannot verify ownership automatically. Use "Claim this listing" above — Forge reviews these by hand.
—Domain verification+0/10
→ Not currently available for this listing type — the domain-verification check only runs for npm-backed packages today, so this row cannot be earned here yet regardless of what's hosted at the domain.
✓Prompt-injection scan · clean+30/30
✓Obfuscation / exfil scan · clean+20/20
StatusCommunity-indexed
PublisherUnverified
SignatureUnsigned
Domain—
Provenance—
DependenciesNot audited
Tool surface1 tool · none privileged
Security scan✓ Cleanvlive · 15d agoHow well does this scan work?
EvalsNone
IndexedAug 25, 2026

Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts.

Tools

1 tool · none privileged
Observed live from the vendor's endpoint15d ago

Read from a real MCP initialize → tools/list handshake against the declared endpoint. No tool was ever invoked — tools/list is the read-only introspection call the protocol defines for this. It reflects what the server advertised at that moment; a hosted endpoint is not pinned to any version and can change without notice.

  • https://justinmckelvey.com/mcp1 tool · 315ms
check_ai_visibilityCheck 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…

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…

ParameterTypeDescription
domain*stringBusiness website domain, e.g. acme-plumbing.com
business_namestringBusiness name as customers say it (improves mention detection)
queries*array1-5 customer-intent questions to test (without the business name)
emailstringOptional. 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 t…

1 of 1 tools published a description.

Tool names and descriptions are written by the publisher and shown verbatim as inert text. They are the strings an MCP client passes to a model, so Forge scans them for prompt-injection patterns — any finding appears with the security scan above. “Privileged” is a keyword match on the tool name, not an audit of what the tool does: a benign-sounding name can still do anything.

About

Free AI visibility check: is your business cited when customers ask AI? Score plus competitors.

Keywords
mcp
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No dependency coverage

This entry publishes no npm package, so Forge has no dependency tree for it. That is a gap in coverage — not a statement that it has no dependencies.