Official MCP RegistryListed
GetBotRank Free AI Search Tools
Free, no-auth tools for AI search visibility: robots.txt, schema, rendering, sitemap, PageSpeed.
First seen 8 Nov 2026. Evidence as of 8 Nov 2026.
16
Tools
From an anonymous probe
1
Source listings
Each with its own history
1
Recorded changes
Since first seen
Tools
| Tool | Description | Behaviour |
|---|---|---|
| check_ai_crawler_access | Request a page as GPTBot, ClaudeBot, PerplexityBot and other AI crawlers and compare with a normal browser to find robots.txt or CDN blocks. | Not declared |
| check_common_crawl | Check whether a domain appears in the latest Common Crawl crawls (a major source of LLM training data) and whether robots.txt blocks CCBot. | Not declared |
| check_entity | Look up a brand on Wikidata and Wikipedia, report key properties, and check the site's Organization sameAs links. | Not declared |
| check_page_speed | Google PageSpeed Insights for a URL: mobile and desktop Lighthouse scores, Core Web Vitals, CrUX field data when available, top opportunities. | Not declared |
| check_redirects | Trace the redirect chain for a URL (max 10 hops) with status and timing per hop, plus X-Robots-Tag, HSTS, cache-control, content-type and canonical Link headers. | Not declared |
| check_rendering | Estimate whether a page's content exists in the raw HTML before JavaScript runs (heuristic, no headless browser). Most AI crawlers do not execute JavaScript. | Not declared |
| generate_llms_txt | Generate an llms.txt file for a domain from its sitemap (up to 40 pages in this MCP call). | Not declared |
| generate_og_image | Resolve title, description and favicon for a 1200x630 Open Graph card from a URL or from text. Returns card data; render the PNG at the report_url. | Not declared |
| preview_meta | Read title, meta description, canonical, robots, Open Graph and Twitter tags with lengths, and return data for Google, LinkedIn, X and WhatsApp previews. | Not declared |
| run_free_audit | Free AI readiness audit: crawlability, headings, structured data, llms.txt and metadata, scored 0 to 100. | Not declared |
| score_citability | Score each passage of a page for how easily AI answer engines can quote it. Deterministic heuristics, no LLM. | Not declared |
| submit_indexnow | Verify an IndexNow key file on a domain and, only if it verifies, submit up to 100 URLs to api.indexnow.org. Set action to "submit" to send URLs; the default only verifies. | Not declared |
| test_robots | Test one URL against a site's robots.txt for 20+ crawlers (GPTBot, ClaudeBot, PerplexityBot, Googlebot, Bingbot and more) using correct longest-match rules. Returns allowed/blocked per bot with the deciding rule. | Not declared |
| validate_schema | Extract JSON-LD and microdata from a page, validate Organization, WebSite, Product, Article, FAQPage, BreadcrumbList, LocalBusiness and SoftwareApplication, and return a corrected JSON-LD block. | Not declared |
| validate_sitemap | Find and validate a domain's sitemaps, count URLs, status-check a sample of up to 50 URLs and check hreflang reciprocity. | Not declared |
| view_as_crawler | Show the text and structure an AI crawler recovers from a page without running JavaScript. | Not declared |
Change history
- Listed (registry)
| Source | Listing | First seen | Last seen | Versions |
|---|---|---|---|---|
| Official MCP Registry | io.github.lazycipher/getbotrank-free-tools | 8 Nov 2026 | 8 Nov 2026 | 1 |