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Collimer

@sandcastlelabs

代码仓库主页

关于 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

基本信息

分类

AI 与智能体

许可证

MIT

运行时

node

传输方式

stdio

发布者

sandcastlelabs

提交者

Brian Wones

配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

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

工具

未检测到工具

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

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.

Is an API key required?

No API key is needed. The server uses Collimer’s public scan endpoint; providing an email is optional and speeds up claiming your free account later.

What data does the server store?

Scans are tagged with a source (default mcp) for funnel attribution. No personal data beyond the optional email is stored.

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