Best MCP servers for AI visibility tracking
11 working options, checked Nov 8, 2026.
Short answer: the top picks for AI visibility tracking right now are BotSee, ShareOfAsk and Huginnova. We list 11 options here: 4 work without sign-in and 7 need a sign-in.
AI visibility MCP servers show whether assistants such as ChatGPT, Claude, Gemini and Perplexity mention your brand, which sources they cite and whether their crawlers can read your site. This is often called answer engine optimization, or AEO.
Top picks
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BotSee
Measure AI visibility, competitor mentions and citations from an MCP client.
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ShareOfAsk
Query your AI visibility data: brand mentions, AI answers, cited sources and competitor metrics.
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Huginnova
Query and act on AI search visibility data — answers, sources, action plans — from Claude, ChatGPT or Cursor.
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MarketHQ
Lets an agent read your brand's AI visibility, buyer threads and SEO gaps
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Rankli AI Search Readiness
Check whether ChatGPT, Claude, Gemini and Perplexity crawlers can reach and read a website.
Tools include
check_ai_search_readiness
All 11 compared
| Server | What it does | Setup | Tools |
|---|---|---|---|
| BotSee | Measure AI visibility, competitor mentions and citations from an MCP client. | Hosted, sign-in | – |
| ShareOfAsk | Query your AI visibility data: brand mentions, AI answers, cited sources and competitor metrics. | Hosted, sign-in | – |
| Huginnova | Query and act on AI search visibility data — answers, sources, action plans — from Claude, ChatGPT or Cursor. | Hosted, sign-in | – |
| MarketHQ | Lets an agent read your brand's AI visibility, buyer threads and SEO gaps | Hosted, sign-in | – |
| Rankli AI Search Readiness | Check whether ChatGPT, Claude, Gemini and Perplexity crawlers can reach and read a website. | Hosted, no sign-in | 1 |
| Answer Checkup | Free AI readiness scan for any website. Paid reports for agents are coming soon. | Hosted, no sign-in | 3 |
| AgentReady | Is your website ready for AI agents? 0-100 score, A-F grade and the fixes that matter. | Hosted, no sign-in | 1 |
| Wrenda | Control how AI crawlers see your content. | Hosted, sign-in | – |
| Robot Speed | SEO tools for AI agents: audits, CWV, keywords, AI visibility, traffic, backlinks. | Hosted, no sign-in | 12 |
| Sniffington | Connect an AI client to public brand mentions through an authorized MCP server. | Hosted, sign-in | – |
| VNCNT Labs SEO Data | 8 pay-per-result SEO data tools (keyword volume, domain SEO, trends, AI visibility, maps rank) for any MCP client. | Hosted, sign-in | – |
How to choose
- Tracking or readiness? Tracking tools measure mentions and citations over time. Readiness tools check whether AI crawlers can reach your pages at all.
- Treat results as a sample. AI answers vary between runs, so look for trends across many prompts rather than single results.
- Start with access. If crawlers are blocked, nothing else matters, and a free readiness check will tell you quickly.
How to connect one
Here is BotSee as an example. In Claude Code, run:
claude mcp add --transport http botsee https://botsee.io/mcpFor other apps, follow our guides for Claude, ChatGPT, Cursor and VS Code.
How we picked these
We read each listing's tools and put the closest fit for this job first. Hosted servers must pass a real MCP handshake in our daily check to stay on this page, and local servers are reviewed from their source or package. That shows a server responds, not how well it works for you, and we don't run every tool in production.
Frequently asked questions
Which of these MCP servers work without signing in?
Rankli AI Search Readiness, Answer Checkup, AgentReady and Robot Speed answered our latest live check with no account or key.
What is AI visibility?
AI visibility is how often and how well a brand appears in answers from AI assistants. It covers mentions, the sources cited and whether AI crawlers can read your site.
Can I check if ChatGPT can read my website?
Yes. Readiness servers test whether crawlers from ChatGPT, Claude, Gemini and Perplexity can reach and read a page, and they report what is blocking them.
How often is this list updated?
Every hosted server here is re-checked daily with a real MCP handshake, and a server drops off this page while it fails that check. Last check: Nov 8, 2026.