Ai Visibility Check

com.justinmckelveyPublished by justinmckelvey.comOfficial publisherv1.0.0Updated Oct 24, 2026

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

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingBusiness & Commerce

Overview

AI-generated overview

A remote MCP server that checks whether a business is cited by AI answer engines for customer-intent questions, with a score and competitor list.

What you can do
  • Check AI visibility for a business by running 1-5 realistic customer-intent questions through a live AI search (Perplexity).
  • Report whether the business's site is cited, at what rank, and which sites are cited instead.
  • Return a visibility score alongside the competitors that appear in the answers.
When to use it
Useful when you want a quick read on how a business shows up in AI-generated answers, for example to compare against competitors or to see which queries it is missing from.
Requirements
A remote streamable HTTP endpoint; no packages, environment variables or headers are declared. No authentication is declared.
Before you install
Queries are sent to a third-party AI search service (Perplexity), so avoid including confidential details in the questions. Results reflect one live search run and may vary.

Installation

In SourceWeft

  1. Open Ai Visibility Check in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.justinmckelvey%2Fai-visibility-check/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "ai-visibility-check": {
      "type": "http",
      "url": "https://justinmckelvey.com/mcp"
    }
  }
}

Tools

1

check_ai_visibility

Check AI Visibility

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.

Parametersemaildomainrequiredqueriesrequiredbusiness_name

Version history

1
  1. v1.0.0LatestSep 16, 2026

Score

72% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts

    Publish an icon in the registry entry.

  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.