visibilitytoai MCP server: use this site from your AI assistant

visibilitytoai.com now runs an MCP server, so your AI assistant can read this site directly instead of guessing. MCP (Model Context Protocol) is the open standard that Claude, ChatGPT, Cursor and VS Code use to connect to outside tools and data. Add the address below, and your assistant can search the site, read any of its public pages in full, and list them newest first. So if you care about how AI assistants name and cite companies, you get answers built from the actual pages, not from memory or a web search. Those answers can quote and link the page, with its last-updated date.

It's free. There's no account, no key and no sign-up of any kind. The server is read-only: it can't change anything, and it only sees pages that are already public on the site. The setup steps follow below.

The address

https://visibilitytoai.com/mcp

It speaks MCP over Streamable HTTP. There is no sign-in, no API key and nothing to install on the site's side.

What your assistant can do with it

What each MCP tool does
Tool	What it does
`search_site`	Searches every page listed in the site's sitemap and returns the best matches, each with its URL, a short snippet and its last-updated date.
`get_page`	Fetches one page from this site as clean text, with its title and last-updated date.
`list_pages`	Lists the pages, newest first, a section at a time if you want.

All three only read. None of them can post, buy, sign up or change anything, and none of them can see a page that isn't already public.

Things to ask once it's connected:

"How does a visibilitytoai Snapshot work? Check visibilitytoai.com."
"Search visibilitytoai.com for its methodology."
"What does visibilitytoai.com charge?"

How to connect it

Claude (claude.ai and the desktop app)

Open Settings → Connectors (in newer versions, Customize → Connectors), choose Add custom connector, name it visibilitytoai, paste the address above and leave the OAuth fields empty. The Free plan allows one custom connector.

ChatGPT

ChatGPT adds custom MCP servers through Developer mode: Settings → Apps → Advanced settings → Developer mode, then create an app with the address above and no authentication. Which plans get Developer mode has changed more than once, so if you can't see it, check OpenAI's help pages for your plan.

Claude Code

claude mcp add --transport http visibilitytoai https://visibilitytoai.com/mcp

Cursor

Add this to ~/.cursor/mcp.json (or .cursor/mcp.json in a project):

{
  "mcpServers": {
    "visibilitytoai": { "url": "https://visibilitytoai.com/mcp" }
  }
}

VS Code

Add this to .vscode/mcp.json:

{
  "servers": {
    "visibilitytoai": { "type": "http", "url": "https://visibilitytoai.com/mcp" }
  }
}

What we record

When a tool is called, we may count it: which tool, whether it worked, and a rough label for the kind of client (Claude, ChatGPT, Cursor and so on). We don't store what you searched for, which pages you asked for, your IP address or anything else about you.

Other machine-readable files

llms.txt: a plain-text map of the site for AI tools.
MCP discovery card: the server's address, transport and tools as JSON.
Sitemap: every public page, with last-modified dates. The MCP server indexes exactly these pages.