Why Won't AI Mention My Product

com.whywontai/ai-visibilityVersion 0.1.0

See what GPTBot, ClaudeBot and other crawlers get from a site: robots.txt checks and AI scans.

Status

Responds512 msNov 14, 2026, 14:22 UTCAnswered our handshake without sign-in.

Registry data may be out of date

We could not refresh it, so this page shows the last copy.

Last checked: Nov 14, 2026, 14:22 UTC
Latency: 512 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://mcp.whywontai.com/Responds512 msNov 14, 2026, 14:22 UTC

No sign-in

Claude Code

claude mcp add --transport http ai-visibility https://mcp.whywontai.com/

Claude Desktop and claude.ai

1
2
3

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

Cursor

{
  "mcpServers": {
    "ai-visibility": {
      "url": "https://mcp.whywontai.com/"
    }
  }
}

VS Code

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

Built your own server? run.zero hosts MCP servers on European infrastructure.

Host your own MCP server on run.zero

Tools

9 tools

Tools of Why Won't AI Mention My Product
	Description		Read-only	Idempotent	Open world
`check_agent_listings`Check 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, S256 PKCE), tool titles and hints, existing MCP Registry entries, privacy and terms links, llms.txt and agent card. Returns each directory's status, blockers and next steps. Works without an API key (limited per day).	Check 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, S256 PKCE), tool titles and hints, existing MCP Registry entries, privacy and terms links, llms.txt and agent card. Returns each directory's status, blockers and next steps. Works without an API key (limited per day).	No	Yes	Not declared	Yes
`check_robots`Read 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 decides. Uses RFC 9309 matching. Works without an API key (limited per day).	Read 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 decides. Uses RFC 9309 matching. Works without an API key (limited per day).	No	Yes	Not declared	Yes
`get_internal_links`The 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 applies links from the whywontai.com dashboard.	The 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 applies links from the whywontai.com dashboard.	No	Yes	Not declared	No
`get_long_questions`Search 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 'targets': the pages that rank at position 20 or better with low CTR, each with the questions to answer in a short block at the top of that page. Read-only.	Search 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 'targets': the pages that rank at position 20 or better with low CTR, each with the questions to answer in a short block at the top of that page. Read-only.	No	Yes	Not declared	Yes
`get_plan_pass_quote`The 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.	The 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.	No	Yes	Not declared	No
`get_scan`Status, 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.	Status, 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.	No	Yes	Not declared	No
`list_issues`All issues found by a completed scan, most severe first, with details and example URLs. Filter by minimum severity or category.	All issues found by a completed scan, most severe first, with details and example URLs. Filter by minimum severity or category.	No	Yes	Not declared	No
`list_scans`The user's recent scans, newest first, with score and status.	The user's recent scans, newest first, with score and status.	No	Yes	Not declared	No
`scan_site`Start 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 quota. Returns a scan_id. A scan takes 1 to 5 minutes.	Start 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 quota. Returns a scan_id. A scan takes 1 to 5 minutes.	No	No	No	Yes

Details

Registry status: Active
Published: Nov 2, 2026
Updated: Nov 2, 2026
Website: https://whywontai.com/mcp-server⁠ (opens in a new tab)
Repository: Not given
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

Are you the operator? Claim this listing