Fourward AI visibility tools

com.fourwardhq/fourwardVersion 1.0.0

Score any website's AI search visibility out of 100 and see which of 20 AI crawlers can read it.

Status

Responds197 msNov 14, 2026, 13:58 UTCAnswered our handshake without sign-in.

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Last checked: Nov 14, 2026, 13:58 UTC
Latency: 197 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://www.fourwardhq.com/mcpResponds197 msNov 14, 2026, 13:58 UTC

No sign-in

Claude Code

claude mcp add --transport http fourward https://www.fourwardhq.com/mcp

Claude Desktop and claude.ai

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Settings > Connectors > Add custom connector
Name: fourward
Remote MCP server URL: https://www.fourwardhq.com/mcp

Cursor

{
  "mcpServers": {
    "fourward": {
      "url": "https://www.fourwardhq.com/mcp"
    }
  }
}

VS Code

code --add-mcp '{"name":"fourward","type":"http","url":"https://www.fourwardhq.com/mcp"}'

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Tools

2 tools

Tools of Fourward AI visibility tools
	Description		Read-only	Idempotent	Open world
`check_ai_crawlers`Shows which of 20 AI crawlers can read a website's homepage: AI search and answer bots (OAI-SearchBot, ChatGPT-User, Claude-SearchBot, PerplexityBot, Googlebot, Bingbot and more) and AI training bots (GPTBot, ClaudeBot, Google-Extended, CCBot and more). Applies the site's robots.txt rules per bot the way RFC 9309 and Google do, tests the firewall by fetching the homepage as a browser and as four AI bots, and reports llms.txt and sitemap lines. Takes about 10 seconds.	Shows which of 20 AI crawlers can read a website's homepage: AI search and answer bots (OAI-SearchBot, ChatGPT-User, Claude-SearchBot, PerplexityBot, Googlebot, Bingbot and more) and AI training bots (GPTBot, ClaudeBot, Google-Extended, CCBot and more). Applies the site's robots.txt rules per bot the way RFC 9309 and Google do, tests the firewall by fetching the homepage as a browser and as four AI bots, and reports llms.txt and sitemap lines. Takes about 10 seconds.	No	Yes	Yes	Yes
`check_ai_visibility`Scores how well AI search engines (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews) can reach, read and understand a website. Runs 75 checks in five groups: AI crawler access (robots.txt rules for 10 crawlers and a firewall test under five AI bot names), what pages tell machines without JavaScript, structured data, entity and authority (Wikipedia, Wikidata, review and social profiles, Reddit and Hacker News threads, brand search demand) and AI-ready content (readable prices, comparison and product pages, proof, docs, freshness). Returns a score out of 100, a grade, a score per group and every problem found, with the points it costs. Takes 10 to 30 seconds.	Scores how well AI search engines (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews) can reach, read and understand a website. Runs 75 checks in five groups: AI crawler access (robots.txt rules for 10 crawlers and a firewall test under five AI bot names), what pages tell machines without JavaScript, structured data, entity and authority (Wikipedia, Wikidata, review and social profiles, Reddit and Hacker News threads, brand search demand) and AI-ready content (readable prices, comparison and product pages, proof, docs, freshness). Returns a score out of 100, a grade, a score per group and every problem found, with the points it costs. Takes 10 to 30 seconds.	No	Yes	Yes	Yes

Details

Registry status: Active
Published: Oct 29, 2026
Updated: Oct 29, 2026
Website: https://www.fourwardhq.com/tools/mcp/⁠ (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

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