Find out what AI assistants understand about a business, and whether their answers recommend it. Free and hosted, with no account or API key.
ai-visibility-mcp is an MCP project maintained in the surfacedby/ai-visibility-mcp repository. The maintainer describes its purpose as “Find out what AI assistants understand about a business, and whether their answers recommend it. Free and hosted, with no account or API key”. Read the project documentation for the complete scope.
The maintainer’s configuration uses https://api.surfacedby.com/api/v1/mcp/public/. 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 2026-10-13.
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 |
|---|---|
| business_url | string |
| goal | string, optional |
| market | string, optional |
| language | string, optional |
| competitors | array of strings, optional |
| urls | array of strings |
| domain | string |
| answer | string |
| brand_name | string, optional |
| platform | string, optional |
| competitor_domains | array of strings, optional |
| topic | string, optional |
| surfacedby_plan_ai_visibility_audit | |
| surfacedby_inspect_page_evidence | |
| surfacedby_check_ai_crawler_access | |
| surfacedby_analyze_answer_evidence | |
| surfacedby_get_ai_source_landscape |
{
"mcpServers": {
"surfacedby-ai-visibility": {
"url": "https://api.surfacedby.com/api/v1/mcp/public/"
}
}
}From the project documentation. Replace placeholders and example paths before connecting.
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