Rankli: AI search readiness

io.rankli.wwwPublished by www.rankli.iov1.0.1Updated Oct 24, 2026

Checks if ChatGPT, Claude, Gemini and Perplexity can reach and read a website, with ranked fixes.

VerifiedStreamable HTTPWeb executableWeb Search & Scraping

Overview

AI-generated overview

Checks whether AI assistants such as ChatGPT, Claude, Gemini and Perplexity can reach and read a website, and returns ranked fixes.

What you can do
This remote MCP server evaluates a website's readiness for AI crawlers and assistants. According to its description, it checks whether ChatGPT, Claude, Gemini and Perplexity can reach and read a given site, and it provides ranked fixes for the problems it finds. No individual tools are listed in the manifest, so the exact operations are not documented here.
When to use it
Worth adding when you want an assistant to audit a site's accessibility to AI assistants and to suggest prioritized remediation steps. It is aimed at site owners, SEO or content teams, and developers checking whether AI systems can retrieve their pages.
Requirements
It runs as a remote streamable HTTP endpoint, so no local runtime or package installation is needed. The manifest declares no authentication, environment variables or headers, and no account or API key is documented.
Before you install
The manifest declares no credentials, but the service is third-party and remote: the site addresses you submit are sent to the provider's endpoint. No write, send or delete actions are documented, and no pricing or payment terms are stated.

Installation

In SourceWeft

  1. Open Rankli: AI search readiness in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.rankli.www%2Fai-search-readiness/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "rankli-ai-search-readiness": {
      "type": "http",
      "url": "https://ucvisoclchcinhgeyfkj.supabase.co/functions/v1/mcp"
    }
  }
}

README

This repository has no README.

Tools

1

check_ai_search_readiness

Check AI search readiness

Checks whether ChatGPT, Claude, Gemini and Perplexity can reach and understand a business website: robots.txt rules for AI crawlers (OAI-SearchBot, ChatGPT-User, Claude-SearchBot, PerplexityBot, Google-Extended), llms.txt, text visible without JavaScript, schema.org labels for the organisation and prices, sitemap, FAQ, pricing and comparison pages. Returns a 0-100 score, grade, each problem with a concrete fix, fixes ranked by impact, and a link to the full report. Use when someone asks 'why doesn't ChatGPT recommend my business', 'is my site blocking AI', 'is my website ready for AI search / GEO / AEO', or 'how do I get my site cited by AI'.

Parametersdomainrequired

Version history

1
  1. v1.0.1LatestOct 16, 2026

Score

75% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • License10 pts

    Declare a license in the repository or the registry entry.