SurfacedBy AI Visibility & GEO Audit

com.surfacedby/ai-visibilityVersion 1.0.1

Free AI visibility and GEO audit: see what AI reads on your site and whether its answers cite you.

Status

Responds877 msNov 14, 2026, 14:17 UTCAnswered our handshake without sign-in.

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Last checked: Nov 14, 2026, 14:17 UTC
Latency: 877 ms
Remotes responding: 1 of 1
Sign-in: No sign-in
Hosting: Hosted outside the EU (detected)
Registry data as of: Nov 14, 2026, 22:14 UTC

Data from the official MCP Registry, checked by run.zero. How we check

Connect

Streamable HTTP

https://api.surfacedby.com/api/v1/mcp/public/Responds877 msNov 14, 2026, 14:17 UTC

No sign-in

Claude Code

claude mcp add --transport http ai-visibility https://api.surfacedby.com/api/v1/mcp/public/

Claude Desktop and claude.ai

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Settings > Connectors > Add custom connector
Name: ai-visibility
Remote MCP server URL: https://api.surfacedby.com/api/v1/mcp/public/

Cursor

{
  "mcpServers": {
    "ai-visibility": {
      "url": "https://api.surfacedby.com/api/v1/mcp/public/"
    }
  }
}

VS Code

code --add-mcp '{"name":"ai-visibility","type":"http","url":"https://api.surfacedby.com/api/v1/mcp/public/"}'

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Tools

5 tools

Tools of SurfacedBy AI Visibility & GEO Audit
	Description		Read-only	Idempotent	Open world
`surfacedby_analyze_answer_evidence`Check an AI answer the user pastes in: which businesses it names and which sources it links. Sorts the linked sources by type and follows Google and Gemini redirect links where supported, within the request limit. The result describes this one answer only, not whether it is accurate or how visible a business is in general, and copying an answer can drop its links. To check whether its claims are true, also inspect the pages, and say clearly that the result is about the pasted answer. Runs no AI queries and cannot tell why a model included or left out a business.	Check an AI answer the user pastes in: which businesses it names and which sources it links. Sorts the linked sources by type and follows Google and Gemini redirect links where supported, within the request limit. The result describes this one answer only, not whether it is accurate or how visible a business is in general, and copying an answer can drop its links. To check whether its claims are true, also inspect the pages, and say clearly that the result is about the pasted answer. Runs no AI queries and cannot tell why a model included or left out a business.	No	Yes	Yes	Yes
`surfacedby_check_ai_crawler_access`Check which AI crawlers a site allows, limits or blocks in robots.txt, what that means for each AI platform and the search index it uses, where to submit pages, whether a security check blocks an ordinary visit, homepage noindex, llms.txt and Content-Signal, with fixes ready to copy. Reads the site's public files and makes one ordinary page request, so firewall rules aimed at crawlers' own IP addresses do not show up here.	Check which AI crawlers a site allows, limits or blocks in robots.txt, what that means for each AI platform and the search index it uses, where to submit pages, whether a security check blocks an ordinary visit, homepage noindex, llms.txt and Content-Signal, with fixes ready to copy. Reads the site's public files and makes one ordinary page request, so firewall rules aimed at crawlers' own IP addresses do not show up here.	No	Yes	Yes	Yes
`surfacedby_get_ai_source_landscape`For each AI platform, the mix of source types it cites, recent changes in which sources it cites, and how its answers cite, from SurfacedBy's published AI Search Index, with the data date, the public page and related research with links. Figures are pooled across many brands: they describe each platform, not any one business.	For each AI platform, the mix of source types it cites, recent changes in which sources it cites, and how its answers cite, from SurfacedBy's published AI Search Index, with the data date, the public page and related research with links. Figures are pooled across many brands: they describe each platform, not any one business.	No	Yes	Yes	Yes
`surfacedby_inspect_page_evidence`Read up to five public pages, without running JavaScript, and return their sections, tables, links and structured data, each with its source, to check buyer information, compare offers and confirm claims. Also lists technical notes, structured data that repeats across pages, and how many requests remain. Judge the notes in the user's context; they are not automatically problems. Pages that could only be read in part, or not at all, are marked. Runs no AI queries and does not check AI visibility.	Read up to five public pages, without running JavaScript, and return their sections, tables, links and structured data, each with its source, to check buyer information, compare offers and confirm claims. Also lists technical notes, structured data that repeats across pages, and how many requests remain. Judge the notes in the user's context; they are not automatically problems. Pages that could only be read in part, or not at all, are marked. Runs no AI queries and does not check AI visibility.	No	Yes	Yes	Yes
`surfacedby_plan_ai_visibility_audit`The step-by-step checklist for an AI visibility audit of a business website: each step, the tools to use, what a good result looks like, the rules to follow, the SurfacedBy research that applies to the goal, and how many requests remain. Makes no request to the website.	The step-by-step checklist for an AI visibility audit of a business website: each step, the tools to use, what a good result looks like, the rules to follow, the SurfacedBy research that applies to the goal, and how many requests remain. Makes no request to the website.	No	Yes	Yes	No

Details

Registry status: Active
Published: Oct 10, 2026
Updated: Oct 10, 2026
Website: https://surfacedby.com/tools/chatgpt-ai-visibility⁠ (opens in a new tab)
Repository: https://github.com/surfacedby/ai-visibility-mcp⁠ (opens in a new tab)
Categories (suggested): Search and webSuggested categories are assigned automatically from the registry text and may be wrong. Verified operators can correct them.
GDPR: Not declared

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