ASRM (AI Search Rank Monitor)

Official4 tools

by asrm

Check a website's AI readiness and answer AI visibility and GEO questions from ASRM's guides.

ai.asrm/asrm (ASRM) — MCP Server

This MCP server checks a website’s AI readiness and answers AI visibility and GEO questions using ASRM’s guides. It is provided under the slug ai-asrm-asrm, with the description indicating support for both readiness evaluation and Q&A topics grounded in ASRM documentation.

🛠️ Key Features

AI readiness checks for websites
Answers AI visibility questions from ASRM guides
Answers GEO questions from ASRM guides

🚀 Use Cases

Assess whether a website is AI-ready
Resolve questions about AI visibility using ASRM guidance
Resolve questions about GEO using ASRM guidance

⚡ Developer Benefits

Structured lookup based on ASRM’s guides for AI visibility and GEO questions

⚠️ Limitations

Described scope is limited to AI readiness, AI visibility, and GEO questions from ASRM guides

Captured live from the server via tools/list.

check_ai_readiness

Technical check of whether AI engines can crawl and understand a website: which AI crawlers robots.txt allows or blocks (answer crawlers like OAI-SearchBot, PerplexityBot and Claude-SearchBot, and training crawlers like GPTBot), whether a sitemap and llms.txt exist, and homepage signals (title, description, H1, JSON-LD entity markup, server-rendered text, noindex). Returns pass/warn/fail checks with plain explanations. It does NOT measure whether engines mention the brand; for that, give the measure_mentions url.

Parameters1

domain

string

required

The website's domain, e.g. example.com (a full URL also works)

Raw schema

{
  "type": "object",
  "properties": {
    "domain": {
      "type": "string",
      "minLength": 3,
      "maxLength": 253,
      "description": "The website's domain, e.g. example.com (a full URL also works)"
    }
  },
  "required": [
    "domain"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

get_visibility_scan_link

Use when someone asks how visible their brand is in ChatGPT, Claude, Perplexity or Gemini, or whether AI engines recommend them. Returns the link to ASRM's free scan for their domain, which asks the AI engines real buyer questions from the brand's category and returns a 0 to 100 score. The scan runs on asrm.ai, not here: never state a score you did not get from the user.

Parameters1

domain

string

required

The brand's domain, e.g. example.com

Raw schema

{
  "type": "object",
  "properties": {
    "domain": {
      "type": "string",
      "minLength": 3,
      "maxLength": 253,
      "description": "The brand's domain, e.g. example.com"
    }
  },
  "required": [
    "domain"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

search_guides

Search ASRM's published guides on AI visibility and generative engine optimization (GEO): how ChatGPT, Claude, Perplexity and Gemini choose which brands to mention and cite, how to get cited, how to track brand mentions, share of voice, and what an AI visibility score measures. Returns titles, summaries and urls; follow with get_guide for the full text. Omit query to list the newest guides.

Parameters2

query	string	optional	What the user wants to know, in a few words
limit	integer	optional	How many guides to return (default 5)

Raw schema

{
  "type": "object",
  "properties": {
    "query": {
      "description": "What the user wants to know, in a few words",
      "type": "string",
      "maxLength": 200
    },
    "limit": {
      "description": "How many guides to return (default 5)",
      "type": "integer",
      "minimum": 1,
      "maximum": 10
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}

get_guide

The full text of one ASRM guide by slug or asrm.ai/learn/... url. Answer from the text and link the url.

Parameters1

slug_or_url

string

required

Guide slug from search_guides, or its asrm.ai/learn url

Raw schema

{
  "type": "object",
  "properties": {
    "slug_or_url": {
      "type": "string",
      "minLength": 1,
      "maxLength": 300,
      "description": "Guide slug from search_guides, or its asrm.ai/learn url"
    }
  },
  "required": [
    "slug_or_url"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Install

Tools (4)

check_ai_readinessget_visibility_scan_linksearch_guidesget_guide

Remote endpoint

Streamable HTTP

Hosted server - connect over the network, no local install.

url

https://asrm.ai/mcp

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "asrm": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://asrm.ai/mcp"
      ]
    }
  }
}

Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.

ai.asrm/asrm (ASRM) — MCP Server

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

check_ai_readiness

get_visibility_scan_link

search_guides

get_guide

Install

Remote endpoint

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