GetBotRank Free AI Search Tools

GetBotRank Free AI Search Tools (MCP)

A free, remote Model Context Protocol server that runs GetBotRank's AI search visibility checks from any MCP client. No API key, no account, and no language model behind the scores: every result comes from fixed rules or a public data source.

Endpoint: https://api.getbotrank.com/mcp/free (Streamable HTTP, no authentication)

The tools are also available as web pages at getbotrank.com/tools.

Add it to a client

Clients that accept a remote URL:

{
  "mcpServers": {
    "getbotrank-free": {
      "url": "https://api.getbotrank.com/mcp/free"
    }
  }
}

Clients that only speak stdio can use a bridge such as mcp-remote:

{
  "mcpServers": {
    "getbotrank-free": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://api.getbotrank.com/mcp/free"]
    }
  }
}

Tools

Tool	What it does
test_robots	Tests a URL against a site's robots.txt for 20+ crawlers (GPTBot, ClaudeBot, PerplexityBot, Googlebot, Bingbot and more) with correct longest-match rules.
validate_schema	Extracts JSON-LD and microdata, validates common types and returns a corrected JSON-LD block.
check_rendering	Estimates whether a page's content exists in the raw HTML before JavaScript runs (heuristic, no headless browser).
preview_meta	Reads title, description, canonical, robots, Open Graph and Twitter tags and returns data for Google, LinkedIn, X and WhatsApp previews.
check_redirects	Traces the redirect chain (up to 10 hops) with status and timing per hop and key response headers.
validate_sitemap	Finds and validates sitemaps, counts URLs, status-checks a sample of up to 50 and checks hreflang reciprocity.
score_citability	Scores each passage of a page for how easily answer engines can quote it. Deterministic heuristics.
generate_og_image	Resolves title, description and favicon for a 1200x630 social card.
check_page_speed	Google PageSpeed Insights: mobile and desktop scores, Core Web Vitals, field data and top fixes.
check_common_crawl	Checks whether a domain appears in recent Common Crawl crawls and whether robots.txt blocks CCBot.
check_entity	Looks up a brand on Wikidata and Wikipedia and checks Organization sameAs links.
submit_indexnow	Verifies an IndexNow key file and, only if it verifies, submits up to 100 URLs.
check_ai_crawler_access	Requests a page as several AI crawlers and as a normal browser to find robots.txt or CDN blocks.
view_as_crawler	Shows the text and structure a crawler recovers from a page without JavaScript.
generate_llms_txt	Generates an llms.txt from a domain's sitemap.
run_free_audit	Scores crawlability, headings, structured data, llms.txt and metadata from 0 to 100.

Every response follows one shape: { score?, summary, checks: [{ id, status, message, fix }], data, report_url }. Each failing check includes a concrete fix, and report_url links to the matching tool on getbotrank.com.

Limits and behavior

• Calls are rate limited per IP (20 per 15 minutes, shared with the web tools). Some results are cached for 24 hours.
• Requests to user-supplied URLs go through an SSRF-guarded fetcher that refuses private and internal addresses. Fetches identify as GetBotRankBot (see getbotrank.com/bot).
• submit_indexnow never submits for a domain whose key file does not verify.

About

Built by GetBotRank, which measures whether AI engines mention your brand. This repository holds the public manifest and documentation for the hosted server.

Licensed under MIT.