Collimer

Name: Collimer
Author: sandcastlelabs

@sandcastlelabs

About Collimer

MCP server for Collimer — run a free AI-search visibility scan (ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews) from any agent. npx collimer-mcp

#ai-visibility #geo #generative-engine-optimization #ai-search #ai-seo #seo #chatgpt #perplexity #brand-monitoring #llm-visibility

Basic information

Config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "collimer": {
      "command": "npx",
      "args": [
        "-y",
        "collimer-mcp"
      ]
    }
  }
}

Tools

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Overview

What is Collimer?

Collimer is an MCP server that lets any AI agent run a free AI-search visibility scan on any website. It measures how often a brand is cited in AI answer engines (ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews) and identifies the single biggest gap in visibility.

How to use Collimer?

Add Collimer to any MCP client by configuring the server with npx -y collimer-mcp. Then ask your assistant to run the collimer_scan tool with a domain (and optionally an email) to receive a teaser result.

Key features of Collimer

Exposes the collimer_scan(domain, email?) tool.
Returns an AI-visibility score (0–100) and confidence interval.
Identifies the single biggest visibility gap.
Provides a branded report URL for the full report.
Runs on-demand via npx – no install step needed.
Configurable environment variables for API and polling settings.

Use cases of Collimer

Check how visible your brand is across AI answer engines.
Identify the biggest gap in AI-search citations for any website.
Monitor competitor visibility in generative engine outputs.
Integrate AI-visibility checks into automated workflows.

FAQ from Collimer

What does the scan actually check?

It checks how visible a domain is in ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews, returning a score and the top area for improvement.

How do I get the full report?

The scan returns a teaser; the full report (share of voice per engine plus all recommendations) is unlocked with a free account at collimer.com.

Does Collimer access my files or conversation?

No – the server only calls the Collimer scan API for the domain you provide and does not read your files or conversation. The optional email is the only personal data sent.