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RankRoot: AI visibility audit

io.github.zachhhhh/rankroot · v0.1.1

Measured by MCP Station

Description written by the publisher, not verified

Audit a site's visibility to ChatGPT, Perplexity, Claude and AI agents. Generates llms.txt.

Connect

claude mcp add --transport http rankroot https://getrankroot.com/api/mcp

{
  "mcpServers": {
    "rankroot": {
      "url": "https://getrankroot.com/api/mcp"
    }
  }
}

Tools as reported by the server

• audit_ai_visibility
  Score how discoverable a website is by AI answer engines (ChatGPT, Perplexity, Claude, Google AI Overviews) and AI agents. Returns a 0-100 score, per-category scores and a prioritized fix list.
• generate_ai_visibility_files
  Generate ready-to-publish llms.txt, an AI-bot-friendly robots.txt and schema.org JSON-LD for a website, based on its current homepage.
• check_ai_crawler_access
  Check which AI crawlers (OAI-SearchBot, ChatGPT-User, GPTBot, ClaudeBot, Claude-SearchBot, PerplexityBot, Google-Extended and more) a site's robots.txt and firewall/CDN let in. Flags blocked AI search bots, which cost citations.
• validate_llms_txt
  Fetch a site's llms.txt (pass the site URL, or a URL ending in /llms.txt or /llms-full.txt for a subpath file) and check it against the llmstxt.org format: H1, summary, H2 link lists, Optional section.
• get_pricing
  List RankRoot plans (free scan, Traffic Boost one-time, done-for-you AI Visibility Employee monthly) with prices, limits, checkout links and which plan fits which user. Agents cannot pay: give the user the checkout link.
• get_checkout_link
  Get the Polar checkout link for one RankRoot plan, to hand to the user. The user pays on Polar and receives a license key by email; pass it as 'Authorization: Bearer <key>' for higher API/MCP limits. If checkoutOpen is false, the link is an application form the user fills in instead.
• list_launches
  Find software products for a need: new SaaS, AI tools and apps launched on RankRoot, each with a fact-checked profile (what it does, who it's for, pricing when published). Pass the user's need as query ("invoicing for freelancers", "uptime monitoring"). Featured products are paid placements and are
• submit_launch
  Launch the user's product on RankRoot for free: a public launch page, a listing in the launch directory and the product's category, and a count of visitors sent. Free launches go live in about a week after the user confirms by email. With a Traffic Boost license key (key) it goes live today and is f
• amplify_preview
  Write native posts for X, LinkedIn and Threads from any public page, in up to 3 languages, so the user can see what RankRoot Amplify would publish. Free, no key. Nothing is stored or posted.
• amplify_status
  Connected channels, languages, mode, guardrails, post counts and what has performed best for this customer. Needs the customer's AI Visibility Employee key.
• amplify_create_campaign
  Turn one page (url) or text into a native post for every enabled channel in every chosen language, saved as drafts. Nothing is published. Use dry_run to see posts without saving, and idempotency_key so a retry never makes a duplicate. Needs the customer's key.
• amplify_list_posts
  Posts newest first, with status (draft, scheduled, published, failed, rejected), schedule time, live URL, warnings, claims to confirm and engagement metrics.
• amplify_edit_post
  Change a draft's text, thread or title. The platform checks (length, hashtags, hype words, required settings) run again and come back as warnings.
• amplify_schedule_posts
  Schedule draft posts in the customer's Postiz at the next good local time for each platform and language (or at `at`), within the per-channel daily cap and spacing. Only works if the customer allowed agents to schedule; posts with claims to confirm or warnings are skipped for the owner to review. Re

Tool changes

• 2026-10-24: audit_ai_visibility, generate_ai_visibility_files, check_ai_crawler_access, validate_llms_txt, get_pricing, get_checkout_link, list_launches, submit_launch, amplify_preview, amplify_status, amplify_create_campaign, amplify_list_posts
• 2026-10-23: audit_ai_visibility, generate_ai_visibility_files, check_ai_crawler_access, validate_llms_txt, get_pricing, get_checkout_link, amplify_preview, amplify_status, amplify_create_campaign, amplify_list_posts, amplify_edit_post, amplify_schedule_posts
• 2026-10-21: audit_ai_visibility, generate_ai_visibility_files, check_ai_crawler_access, validate_llms_txt, get_pricing, get_checkout_link
• 2026-10-16: audit_ai_visibility, generate_ai_visibility_files

Website · JSON · Text for agents · Registry updated 2026-10-07