AI Visibility Checker

work.agentexchange.aivisibilityPublished by aivisibility.agentexchange.workOfficial publisherv1.1.0Updated Oct 24, 2026

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

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingBusiness & Commerce

Overview

AI-generated overview

A free remote MCP server that gives an assistant two read-only checks: an estimated brand visibility score in AI buyer prompts and an audit of a website's AI-cr

What you can do
Estimate brand visibility in a sample of AI buyer prompts, returning a 0-100 proxy score, named competitors and top fixes, with a stated 15-market scope for ChatGPT, Perplexity and Google AI mentions. Audit a public website's readiness for AI agents, covering crawler access, llms.txt, structured data, discovery files and metadata, returning a 0-100 score and specific gaps. Both tools are read-only and free.
When to use it
Useful when you want a quick, free directional read on how a brand might appear in AI assistant answers, or a checklist-style audit of whether a public site is set up for AI crawlers and agents. Suited to early exploration rather than authoritative measurement.
Requirements
A remote streamable HTTP endpoint; no packages, environment variables or headers are declared, and no authentication is declared. Network access to the endpoint is needed.
Before you install
The visibility score is explicitly a proxy estimate, not a measurement or ranking from ChatGPT, OpenAI or any named assistant, so it should not be treated as verified data. Both tools are described as read-only and free, with no credentials requested.

Installation

In SourceWeft

  1. Open AI Visibility Checker 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/work.agentexchange.aivisibility%2Fai-visibility-mcp/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-checker": {
      "type": "http",
      "url": "https://aivisibility.agentexchange.work/mcp"
    }
  }
}

Tools

2

check_ai_visibility

Check AI Visibility

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.

Parametersurlbrandrequiredmarketcategoryrequired

check_agent_readiness

Check Agent Readiness

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.

Parametersurlrequired

Version history

1
  1. v1.1.0LatestSep 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.