Vantage is an AI visibility MCP server that checks whether ChatGPT, Gemini, Perplexity and Google AI Overviews cite your site.
Vantage source profile. From the maintainer documentation: “Vantage is an AI visibility MCP server that checks whether ChatGPT, Gemini, Perplexity and Google AI Overviews cite your site.”
The maintainer’s configuration uses https://vantagemcp.dev/mcp. Check the project’s account and authentication instructions when adding the endpoint to your client.
Project documentation · Repository · Discovery listing. This profile records the public documentation checked on 2026-10-08.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| get_usage | |
| find_cited_questions | |
| check_prompt_coverage | |
| get_check_history | |
| find_citation_leaders | |
| analyze_citation_trend | |
| analyze_citation_structure | |
| analyze_citation_structure_batch | |
| analyze_citation_gap |
{
"mcpServers": {
"vantage": {
"url": "https://vantagemcp.dev/mcp",
"headers": {
"Authorization": "YOUR_AUTHORIZATION"
}
}
}
}From the project documentation. Replace placeholders and example paths before connecting.
Retrieve public web pages as readable Markdown with the reference Fetch MCP server, including pagination for longer responses.
Use Firecrawl MCP to retrieve website content and extract information for research through Firecrawl’s API-backed web tools.
Markdown Content Preprocessor - Fetch web pages, extract content, convert to clean Markdown
Eval-backed tool discovery for AI agents, on the auxiliar.ai web-access gateway — one API key for 24 search, scraping, browser-automation and voice APIs, upstream keys injected server-side, usage at…
Check what Perplexity, Claude, ChatGPT, Gemini, and Google AI Overviews cite for any query.
DISCONTINUED 2026-05-23. Indeed.com Cloudflare + DataDome anti-bot returns HTTP 403 on all scraping