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Why Won't AI Mention My Product

MCP server · hosted · v0.1.0 · com.whywontai/ai-visibility
Online · tested 3h agoNEW · 3h agoSeen in the registry 2h ago

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

Website ↗How to connect ↓

What it does

Why Won't AI Mention My Product is an MCP server, a connector that lets an AI assistant use it as a tool. It is hosted: an assistant connects to it over the internet, nothing to install.

From the publisher's description, Electra Index matched it to one capability: web scraping. That makes it a candidate for tasks such as collect data behind logins or extract website data.

Facts come from the Official MCP Registry, as declared by the publisher. Capabilities are matched automatically (low confidence). None of this is a test of the tool.

At a glance

Hosted (remote)YES
Local installNO
Version0.1.0
PriceNot in the registry
First seen02 Nov 2026
Last checked2h ago

How to connect

As declared in the Official MCP Registry · hosted endpoint tested by Electra Index 3h ago (live check)

Hosted endpoint

  • https://mcp.whywontai.com/ streamable-http

In Claude Code: claude mcp add --transport http why-won-t-ai-mention-my-product https://mcp.whywontai.com/

MCP settings (Claude Desktop, Cursor and other MCP clients)

{
  "mcpServers": {
    "why-won-t-ai-mention-my-product": {
      "url": "https://mcp.whywontai.com/"
    }
  }
}

Live check

Electra Index connected to the hosted endpoint 3h ago

ONLINE Why Won't AI Mention My Product answered an MCP connection on 02 Nov 2026 and introduced itself as whywontai 0.1.0 (MCP protocol 2025-06-18).

5 tools offered to AI assistants

  • 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
  • scan_site · Start a full scan of a website: each page is requested separately as Googlebot, Bingbot, GPTBot, ClaudeBot, PerplexityBot and CCBot, compared with a rendered browser view, and scored across six SEO, AEO and GEO categories, with technical he
  • 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.
  • list_issues · All issues found by a completed scan, most severe first, with details and example URLs. Filter by minimum severity or category.
  • list_scans · The API key owner's recent scans, newest first, with score and status.

What "online" means: the server answered an MCP connection at the time of the check. It is not a guarantee of security, quality or continuous uptime. How we test: we open an MCP session and ask for the tool list, as an AI assistant would. We never run a tool and never send a key. Checked every few days. Method

Is this your server? Monitoring Pro: a check every 30 minutes and an email within the hour when it stops answering. Launch offer: $39.99 once, for life.

Tasks it helps with

Share of each task's required capabilities it covers
Collect data behind logins
Web Scraping
50%
Extract website data
Web Scraping
50%
Monitor prices
Web Scraping
50%
Audit website SEO
Web Scraping
33%

Similar tools

Listed for the same task: collect data behind logins
  • BrowserlessREMOTELOCAL
    Official Browserless MCP server: browser automation, scraping, screenshots and PDFs for AI agents
  • one-search-mcpREMOTELOCAL
    Web search, URL discovery, scraping & extraction with agent-browser and search providers
  • HTML to Markdown MCP ServerREMOTELOCAL
    Converts HTML to Markdown with auto-summary and section extraction. Supports Playwright
  • SeleniumBase MCPREMOTELOCAL
    Stealthy browser automation, testing, and web-scraping via CDP Mode
  • scrapeless-mcp-serverREMOTELOCAL
    Web search, browser automation, scraping, crawling and CAPTCHA solving for AI agents
  • Irmu — Web Data MCPREMOTELOCAL
    Web scraping, browser automation, screenshots and AI data extraction for AI agents via MCP

Ready-made AI agents

An MCP server is a connector you add to your own assistant. These are finished products that do the same job for you:
All AI agents to collect data behind logins, ranked →

Facts & evidence

Each fact shows where it was seen and when.
FactValueEvidenceSourceLast confirmed
Hosted endpointhttps://mcp.whywontai.com/DECLAREDSRC-001 Official MCP Registry2h ago
Local install (package)noDECLAREDSRC-001 Official MCP Registry2h ago
Remote access (hosted)yesDECLAREDSRC-001 Official MCP Registry2h ago
Websitehttps://whywontai.com/mcp-serverDECLAREDSRC-001 Official MCP Registry2h ago
Registry statusactiveDECLAREDSRC-001 Official MCP Registry2h ago
Version0.1.0DECLAREDSRC-001 Official MCP Registry2h ago
MCP serveryesDECLAREDSRC-001 Official MCP Registry2h ago

Change history

  • NEW02 Nov 2026
    first seen in the index

Is this page accurate?

Flag it and our robot re-checks the official source. Reports never change a score.

Do you run Why Won't AI Mention My Product? Know when it stops answering

For publishers · optional

Its hosted endpoint can be monitored. Monitoring Pro connects every 30 minutes like an AI assistant, emails you within the hour when it stops answering, keeps a 90-day availability history and adds your answer rate to your badge.

Monitor Why Won't AI Mention My ProductLaunch offer $39.99 once, for life instead of $9.99/month · All plans

Monitoring never changes a score or a rank.

Are you the publisher of Why Won't AI Mention My Product?

Free · show your listing

An independent listing builds trust with your buyers. Announce it, and add the badge to your website or README.

Announce it on LinkedInListed on Electra Index
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Questions about Why Won't AI Mention My Product

How do I connect Why Won't AI Mention My Product?

Use the hosted endpoint https://mcp.whywontai.com/ in your assistant's MCP settings. The exact settings are in "How to connect" above, as declared in the Official MCP Registry.

What tools does Why Won't AI Mention My Product offer?

When Electra Index connected on 02 Nov 2026, it listed 5 tools: check_robots, scan_site, get_scan, list_issues, list_scans. The full list is in "Live check" above.

Is Why Won't AI Mention My Product online?

Yes. Its hosted endpoint answered an MCP connection from Electra Index 3h ago.

What can I use Why Won't AI Mention My Product for?

Based on its description, it is most relevant to: collect data behind logins, extract website data, monitor prices, audit website SEO.