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MCP AI Answer Visibility Tracker MCP Server

local only

MCP AI Answer Visibility Tracker runs on your own machine — the client starts it, so there is no endpoint to ping. 219 installs a week from npm. Last commit 29 Oct 2026.

Whether AI Overviews, ChatGPT, Claude, Perplexity, and Gemini name and cite a brand.

Installs per day peak 219 · avg 7
a month agotoday
219
Installs / week
npm · @mambalabsdev/mcp-ai-answer-visibility-tracker
0
Stars
0 open issues
29 Oct 2026
Last commit
from GitHub
MIT
License
TypeScript

Nothing serious here today

Today is the operative word: we check MCP AI Answer Visibility Tracker every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Three servers free · no card

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add mcp-ai-answer-visibility-tracker -e 'APIFY_TOKEN=<APIFY_TOKEN>' -- npx -y @mambalabsdev/mcp-ai-answer-visibility-tracker
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "mcp-ai-answer-visibility-tracker": {
      "command": "npx",
      "args": [
        "-y",
        "@mambalabsdev/mcp-ai-answer-visibility-tracker"
      ],
      "env": {
        "APIFY_TOKEN": "<APIFY_TOKEN>"
      }
    }
  }
}
~/.codex/config.toml
[mcp_servers.mcp-ai-answer-visibility-tracker]
command = "npx"
args = ["-y", "@mambalabsdev/mcp-ai-answer-visibility-tracker"]
env = { APIFY_TOKEN = "<APIFY_TOKEN>" }
.cursor/mcp.json
{
  "mcpServers": {
    "mcp-ai-answer-visibility-tracker": {
      "command": "npx",
      "args": [
        "-y",
        "@mambalabsdev/mcp-ai-answer-visibility-tracker"
      ],
      "env": {
        "APIFY_TOKEN": "<APIFY_TOKEN>"
      }
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "mcp-ai-answer-visibility-tracker": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@mambalabsdev/mcp-ai-answer-visibility-tracker"
      ],
      "env": {
        "APIFY_TOKEN": "<APIFY_TOKEN>"
      }
    }
  }
}

Put your own value in place of <APIFY_TOKEN> (Apify API token from https://console.apify.com/account/integrations). The author’s registry entry marks it as required.

Optional settings from the registry entry, left out of the block above: OPENAI_API_KEY (Optional. Your own OpenAI API key, only for that engine), ANTHROPIC_API_KEY (Optional. Your own Anthropic API key, only for that engine), PERPLEXITY_API_KEY (Optional. Your own Perplexity API key, only for that engine), GEMINI_API_KEY (Optional. Your own Google AI Studio (Gemini) API key, only for that engine).

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MCP AI Answer Visibility Tracker — questions

Answers built from our own checks of this server.

Why is there no uptime for MCP AI Answer Visibility Tracker?
MCP AI Answer Visibility Tracker runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the npm package @mambalabsdev/mcp-ai-answer-visibility-tracker was installed 219 times last week.
How do I connect MCP AI Answer Visibility Tracker?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls @mambalabsdev/mcp-ai-answer-visibility-tracker straight from npm; nothing to host, nothing to sign up for.
How many people use MCP AI Answer Visibility Tracker?
The npm package @mambalabsdev/mcp-ai-answer-visibility-tracker was installed 219 times in the last week. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is MCP AI Answer Visibility Tracker open source?
Yes — it is published under the MIT licence, written in TypeScript and 0 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.