RankRoot: AI visibility audit

io.github.zachhhhhv0.1.0Updated Oct 6, 2026

Audit a site's visibility to ChatGPT, Perplexity, Claude and AI agents. Generates llms.txt.

VerifiedStreamable HTTPWeb executableWeb Search & Scraping

Overview

AI-generated overview

Lets an assistant audit how visible a website is to ChatGPT, Perplexity, Claude and AI agents, and generate an llms.txt file.

What it does
This remote MCP server exposes an AI visibility audit for a website. According to the registry description, it checks how discoverable a site is to ChatGPT, Perplexity, Claude and AI agents, and it can generate an llms.txt file. The manifest lists no individual tools, so the exact operations are not documented here.
When to use it
Use it when you want a quick read on whether a site is likely to be surfaced or cited by AI assistants, or when you need an llms.txt file for a site. It is aimed at site owners, SEO and content teams, and developers preparing a site for AI crawlers and agents.
Requirements
A remote streamable HTTP endpoint at the provider's hosted address; nothing to install locally. No accounts, API keys, environment variables or headers are declared. Network access to the endpoint is required, and the site being audited must be reachable by the service.
Before you install
The registry entry declares no authentication, environment variables or headers, so no credentials are requested. The audit is performed by a third-party remote service, so the site URL you submit is sent to that service; avoid submitting internal, staging or otherwise non-public addresses. No write, delete or payment behavior is described.

Installation

In SourceWeft

  1. Open RankRoot: AI visibility audit 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.

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "rankroot": {
      "type": "http",
      "url": "https://rankroot-ai.netlify.app/api/mcp"
    }
  }
}

Tools

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Version history

1
  1. v0.1.0LatestOct 6, 2026