See what GPTBot, ClaudeBot and other crawlers get from a site: robots.txt checks and AI scans.
Connect Remote server
claude mcp add --transport http ai-visibility https://mcp.whywontai.com/ --header "Authorization: Bearer <YOUR_API_KEY>"
{
"mcpServers": {
"ai-visibility": {
"url": "https://mcp.whywontai.com/",
"headers": {
"Authorization": "Bearer <YOUR_API_KEY>"
}
}
}
}
{
"servers": {
"ai-visibility": {
"type": "http",
"url": "https://mcp.whywontai.com/",
"headers": {
"Authorization": "Bearer <YOUR_API_KEY>"
}
}
}
}
Settings > Connectors > Add custom connector
URL: https://mcp.whywontai.com/
Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.
Tools 9 found in our last check
check_robotsRead a site's robots.txt and report, for 17 search and AI crawlers (GPTBot, OAI-SearchBot, ChatGPT-User, ClaudeBot, Claude-SearchBot, PerplexityBot, Googlebot, Bingbot, CCBot, Google-Extended and more), whether each may fetch the home page and an optional path, and which rule de…
check_agent_listingsCheck whether a product can be listed in AI agent directories: the official MCP Registry, the Claude Connectors Directory, ChatGPT apps (OpenAI plugin directory), skills.sh and Manus. Looks for the site's remote MCP server, its auth (OAuth discovery, Dynamic Client Registration,…
scan_siteStart a full scan of a public website that the user names. The scan requests each page the way common search and AI crawlers do, compares each response with a rendered browser view, and scores six SEO, AEO and GEO categories. Each scan counts against the user's monthly plan quot…
get_scanStatus, progress and summary of a scan: overall score and band, category scores, technical health, Domain Rating, rendering mode, platform and the top issues. Set wait_seconds (up to 25) to wait for a running scan to finish.
list_issuesAll issues found by a completed scan, most severe first, with details and example URLs. Filter by minimum severity or category.
get_internal_linksThe newest internal link plan for one of the user's sites (paid plans): where words already on one page should link to another page, with the Search Console query and average position behind each anchor. Targets at position 4 to 15 come first. Read-only; the owner approves and a…
get_long_questionsSearch Console queries of 8 or more words for one of the user's sites (paid plans, Search Console connected): full questions, the same ones people ask ChatGPT. Returns each question with impressions, clicks, CTR, average position, question kind and the page that ranks, and 'targ…
list_scansThe user's recent scans, newest first, with score and status.
get_plan_pass_quoteThe user's current plan and the price of each prepaid plan pass (Starter, Pro, Agency; 1 month or 1 year), with whether the account can buy it and until when it would run. Takes no payment and changes nothing.
Headers
| Name | Description |
|---|---|
AuthorizationOptional, secret | Optional for check_robots. Required for scans: Bearer wwai_... key from https://whywontai.com/dashboard |
Details
| Endpoint | https://mcp.whywontai.com/ (Streamable HTTP) |
| First published | 2 Nov 2026 |
| Last updated | 2 Nov 2026 |
| Registry name | com.whywontai/ai-visibility |
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Listing data from the official MCP registry. Status and tools from NestDaddy's daily check. Browse all MCP servers.
