Inite Visibility MCP server

What it does

This server audits website visibility to AI answer engines (ChatGPT, Claude, Gemini, Perplexity) and returns a score out of 100. It checks crawler access policies, identity files, page signals, and queries the engines directly to see if they can find and name a site. It is for developers and site owners who need to understand how discoverable their websites are to AI systems.

• Check which AI crawlers can access a website by examining robots.txt and identifying which are blocked for retrieval versus training data collection.
• Audit whether a site has published identity files like llms.txt and ai.json that help AI systems identify it.
• Get a comprehensive visibility score by running a full audit that queries four answer engines directly and weights multiple factors into a single number.

Tools this server exposes

Tool	Does
check_ai_access	Returns which answer-engine crawlers are allowed by robots.txt, separated by whether they fetch live pages or only collect training data.
check_identity_files	Reports which of the ten identity files exist at a URL, including llms.txt, ai.json, and identity.json.
check_page_signals	Extracts page title, description, canonical URL, hreflang tags, and Schema.org JSON-LD types from a website.
analyze_site	Starts an asynchronous full audit of a site's visibility to AI engines and returns a run ID; requires authentication and consumes account allowance.
get_analysis	Retrieves the progress and results of a running or completed audit, including the final score out of 100 and report URL.

Before you enable it

An MCP server runs with whatever access you give it. Start with a development account rather than production, and check which tools the server exposes before you let an agent call them unattended.