AI Search Visibility Tracker: ChatGPT, Perplexity, Claude, Grok

io.github.stellalyticsPublished by GitHub account stellalyticsv0.1.0Updated Nov 13, 2026

Track brand mentions and citations in ChatGPT, Perplexity, Claude and Grok answers. Runs on Apify.

The publisher's own server: Surface

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingBusiness & Commerce

Overview

AI-generated overview

Tracks brand mentions and citations in ChatGPT, Perplexity, Claude and Grok answers, run as an Apify-hosted remote MCP server.

What you can do
  • Track brand mentions and citations across ChatGPT, Perplexity, Claude and Grok answers
  • Run the tracking through an Apify Actor hosted on Apify's platform
  • Connect from an MCP client over a remote streamable HTTP endpoint
  • No individual tools are listed in the manifest, so exact operations are not documented.
When to use it
Useful when you want to monitor how a brand shows up in AI assistant answers and citations, for example for marketing or visibility reporting, and you already use or are willing to use Apify.
Requirements
Remote MCP endpoint at mcp.apify.com over streamable HTTP. An Apify account and an Apify API token sent as an Authorization header in the form Bearer token; OAuth authentication is declared as required.
Before you install
The Authorization header carries your Apify API token, a secret. Runs are billed to your own Apify account at the Actor's Store price, so usage costs money. Queries and brand terms are sent to Apify and the underlying AI services.

Installation

In SourceWeft

  1. Open AI Search Visibility Tracker: ChatGPT, Perplexity, Claude, Grok in the dashboard and add it to a workspace.
  2. Connect the required credentials. They are stored privately and never shown on public pages.
  3. 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/io.github.stellalytics%2Fai-search-visibility-tracker/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. The client completes OAuth sign-in on first connect.

{
  "mcpServers": {
    "ai-search-visibility-tracker-chatgpt-per": {
      "type": "http",
      "url": "https://mcp.apify.com/?tools=stellalytics/ai-search-visibility-tracker"
    }
  }
}

Tools

0
This server asks you to sign in, so SourceWeft could not read its tools without an account and has not indexed them. What a connected account sees can depend on that account and its permissions.

Version history

1
  1. v0.1.0LatestNov 13, 2026

Score

67% 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 listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • 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.

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