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.
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.
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.
claude mcp add mcp-ai-answer-visibility-tracker -e 'APIFY_TOKEN=<APIFY_TOKEN>' -- npx -y @mambalabsdev/mcp-ai-answer-visibility-tracker
{
"mcpServers": {
"mcp-ai-answer-visibility-tracker": {
"command": "npx",
"args": [
"-y",
"@mambalabsdev/mcp-ai-answer-visibility-tracker"
],
"env": {
"APIFY_TOKEN": "<APIFY_TOKEN>"
}
}
}
}
[mcp_servers.mcp-ai-answer-visibility-tracker]
command = "npx"
args = ["-y", "@mambalabsdev/mcp-ai-answer-visibility-tracker"]
env = { APIFY_TOKEN = "<APIFY_TOKEN>" }
{
"mcpServers": {
"mcp-ai-answer-visibility-tracker": {
"command": "npx",
"args": [
"-y",
"@mambalabsdev/mcp-ai-answer-visibility-tracker"
],
"env": {
"APIFY_TOKEN": "<APIFY_TOKEN>"
}
}
}
}
{
"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).
Query your Nudg3 brand visibility across ChatGPT, Claude, Gemini, AI Overviews, and Perplexity.
Check what Perplexity, Claude, ChatGPT, Gemini, and Google AI Overviews cite for any query.
See how ChatGPT, Claude, Perplexity, and Gemini cite brands, prompts, and sources.
AI search visibility MCP. Get cited by ChatGPT, Perplexity, Claude, and Google AI Overviews.
AI visibility: which buyer questions name your brand in ChatGPT, Perplexity, Claude, AI Overviews.
See how ChatGPT, Perplexity, Gemini and Google AI Overviews mention and cite your brand.
Is your brand named by ChatGPT, Claude, Perplexity, Gemini and Google AI? A yes or no per question.
Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini.
Answers built from our own checks of this server.