# Rankli AI Search Readiness [Health: Active]

**Category:** 🎯 Marketing  
**Repository:** https://www.rankli.io/?utm_source=directory&utm_medium=listing&utm_campaign=allmcps  
**Views:** 0  
**Installs:** 0  
**Upvotes:** 0  
**Directory Page:** https://allmcps.com/mcp/rankli-ai-search-readiness

## Description
Remote MCP server (streamable HTTP, no API key) from Rankli with one read-only tool, check_ai_search_readiness(url). It checks whether ChatGPT, Claude, Gemini and Perplexity crawlers can reach and read a website (robots.txt rules per AI crawler, llms.txt, server-rendered text, structured data) and returns ranked fixes. Endpoint: https://ucvisoclchcinhgeyfkj.supabase.co/functions/v1/mcp (claude mcp add --transport http rankli https://ucvisoclchcinhgeyfkj.supabase.co/functions/v1/mcp). Official MCP Registry name: io.rankli.www/ai-search-readiness. Rankli itself checks whether ChatGPT, Claude, Gemini and Perplexity name your business when buyers ask, shows who they name instead, and helps you get cited. Free checker, plans from $99/mo.

## Tools
Capabilities this server exposes over MCP:

- **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'.

## Claude Desktop Quick Installation
Remote MCP endpoint (confidence: high). Install path detected from listing signals. Add as a URL/SSE server in your client:

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

## Documentation

## What Rankli AI Search Readiness does

The Rankli AI Search Readiness MCP server lets an MCP-compatible agent inspect a website's readiness for AI search crawlers. It focuses on whether crawlers associated with ChatGPT, Claude, Gemini, and Perplexity can reach the site and read the information needed to represent it.

The service returns an assessment of the supplied URL and ranks recommended fixes. This makes it useful for technical website reviews where the goal is to improve crawler access and the machine-readable presentation of a business or site.

## How it works

The server is hosted remotely and uses the streamable HTTP transport. An MCP client sends a URL to the `check_ai_search_readiness(url)` tool. The check evaluates several access and content signals:

- Rules in `robots.txt` for the named AI crawlers
- Whether the site provides an `llms.txt` file
- Text rendered by the server
- Structured data available to crawlers

The response identifies issues found during the check and orders the resulting fixes by priority. The tool is read-only, so it evaluates the supplied site without providing operations to modify website content or configuration.

## Setup and configuration

Connect an MCP client to the hosted endpoint:

```text
https://ucvisoclchcinhgeyfkj.supabase.co/functions/v1/mcp
```

For clients that support the `claude mcp add` command, the documented registration command is:

```bash
claude mcp add --transport http rankli https://ucvisoclchcinhgeyfkj.supabase.co/functions/v1/mcp
```

No API key is required. The official MCP Registry name is `io.rankli.www/ai-search-readiness`.

## Tools and capabilities

The Rankli AI Search Readiness MCP server exposes one tool:

- `check_ai_search_readiness(url)`: Performs a read-only readiness check for a website URL and returns ranked fixes based on crawler access, AI-oriented site files, rendered text, and structured data.

The tool is designed for diagnosis rather than content management. It does not indicate that it can submit changes, edit `robots.txt`, create `llms.txt`, or update structured data.

## Limitations and notes

The check covers crawler reachability and readable site signals; it is not described as a general search-ranking audit. Its documented crawler scope is ChatGPT, Claude, Gemini, and Perplexity. Results depend on the URL provided and on the publicly accessible responses the service can inspect.

Rankli also describes a broader product that checks whether AI answer engines name a business, identifies businesses named instead, and helps with citations. Those product capabilities are separate from the single MCP tool described here and should not be assumed to be exposed through this endpoint.

The Rankli AI Search Readiness MCP server is remote-only in the supplied setup information. No local server package, authentication configuration, write operation, or client-specific feature is documented.

_Full upstream README: https://allmcps.com/mcp/rankli-ai-search-readiness/readme_