What does a scan measure?
How often AI answer engines cite the domain for questions in its category. It returns a score with a confidence interval rather than a single point figure, plus the largest gap.
Collimer MCP Server
@sandcastlelabs
基本信息
关于 Collimer MCP Server
Remote MCP server for GEO: scan how often AI answer engines cite your brand, then draft and verify the fixes. OAuth sign-in, no API key.
连接信息
https://app.collimer.com/mcp接入方式
claude mcp add collimer --transport http https://app.collimer.com/mcpCollimer MCP Server 工具
1Run a free Collimer scan on a website to measure how visible its brand is in AI search — ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. Returns an AI-visibility score (0–100), a confidence interval, the single biggest gap, and a branded report URL. The full ranked fix plan + verification re-scan unlock with a free account on the web. Tip: after the site makes changes, re-run the scan to measure the delta.
概览
What is Collimer?
Collimer is a remote MCP server for generative engine optimization (GEO). It measures how often AI answer engines — ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews — cite a brand, turns the gaps into a ranked fix plan, drafts the fixes for a person to review, and verifies whether what shipped moved the score. Trackers tell you you're invisible. Collimer gets you cited.
How to use Collimer?
Connect to the remote server at https://app.collimer.com/mcp.
- Claude Code:
claude mcp add --transport http collimer https://app.collimer.com/mcp - Claude Desktop: Settings → Connectors → Add custom connector, URL
https://app.collimer.com/mcp - Cursor, VS Code, Windsurf and other remote-MCP clients: add
{"type": "http", "url": "https://app.collimer.com/mcp"}undermcpServers.collimer.
There is no API key. Your client discovers the OAuth endpoints and asks you to sign in the first time it connects. A free Collimer account is enough to connect and run a scan.
Key features of Collimer
- Scans a domain's AI-search visibility: a 0–100 score with a confidence interval, and the biggest gap.
- Runs full audits and returns the finished report.
- Lists open recommendations for a brand in plan-priority order.
- Drafts the fix for a recommendation. Drafts go to a person for review; nothing is published automatically.
- Verifies shipped work: checks whether a change landed and whether it moved the score.
- Onboards a brand end to end, with proposed brand context a person confirms.
- Remote Streamable HTTP with OAuth 2.1 (dynamic client registration, PKCE). Nothing to install.
Use cases of Collimer
- Find out how often AI answer engines cite your brand, and where the biggest gap is.
- Work a GEO fix plan from inside your coding or writing agent instead of a dashboard.
- Draft the pages and edits that close a citation gap, with a human approving each one.
- Confirm that published fixes moved the score, with the uncertainty stated.
常见问题
Do I need an API key?
No. The server uses OAuth: your MCP client prompts you to sign in on first connect. A free account works; drafting and some audit features depend on your plan.
Does Collimer read my files or conversation?
No. The server acts only on the Collimer account you sign in with and the brands and domains you ask it about.
Does it publish anything?
No. Drafts are returned for a person to review and publish. Verification checks what you shipped; it does not change your site.
What happened to `npx -y collimer-mcp`?
That stdio package is retired and every call fails with a message naming the remote endpoint. Remove the `collimer` stdio entry from your MCP config and add `https://app.collimer.com/mcp`.
Collimer 远程 MCP 服务器是什么?
Collimer 的远程 MCP 服务器是一个托管的 Model Context Protocol 端点,地址是 https://app.collimer.com/mcp,AI 助手无需在本地安装或运行任何东西即可连接。
怎么连接 Collimer 的 MCP 服务器?
把端点 https://app.collimer.com/mcp 添加到任意支持 MCP 的客户端,比如 Claude Code、Cursor 或 VS Code。本页的接入代码块可以一步配置好每个客户端。
Collimer 的 MCP 服务器需要认证吗?
需要。Collimer 使用 OAuth——第一次连接时,你的 MCP 客户端会打开浏览器窗口登录并授权,之后会复用这个凭证。
Collimer 的 MCP 服务器用的是哪种传输方式?
Collimer 暴露的是 stdio 端点,这是远程 MCP 服务器普遍使用、主流客户端都支持的传输方式。
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