MCP 服务器

visibilityradar-mcp

Enables AI visibility analysis for brands, providing scores, sentiment, competitor comparison, and recommendations across multiple AI models like Claude and GPT-4o.

README

visibilityradar-mcp

Analyze how AI models see your brand — directly from Claude Desktop, Cursor, Windsurf, or any MCP-compatible AI assistant.

What is this?

VisibilityRadar measures how often and how positively AI models (Claude, GPT-4o, Gemini, Perplexity, Grok, DeepSeek) mention your brand. This MCP server brings that analysis directly into your AI assistant — no browser needed.

Ask Claude: "How visible is my brand on AI models compared to my competitors?" and get an instant, structured report.

Tools

Tool	Description
`analyze_brand`	Run a full AI visibility analysis: overall score, per-model scores, sentiment, competitors, top recommendations
`get_brand_history`	Fetch past analysis results and score trends for a brand

Requirements

Pro or Agency plan on VisibilityRadar
An API key from Account Settings → MCP API Keys

Setup

1. Get your API key

Go to visibilityradar.ai/profile → scroll to MCP API Keys → click Generate Key.

2. Configure your AI assistant

Claude Desktop

Edit ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

{
  "mcpServers": {
    "visibilityradar": {
      "command": "npx",
      "args": ["visibilityradar-mcp"],
      "env": {
        "VR_API_KEY": "vr_your_api_key_here"
      }
    }
  }
}

Cursor

Edit ~/.cursor/mcp.json:

{
  "mcpServers": {
    "visibilityradar": {
      "command": "npx",
      "args": ["visibilityradar-mcp"],
      "env": {
        "VR_API_KEY": "vr_your_api_key_here"
      }
    }
  }
}

Windsurf

Edit ~/.codeium/windsurf/mcp_config.json:

{
  "mcpServers": {
    "visibilityradar": {
      "command": "npx",
      "args": ["visibilityradar-mcp"],
      "env": {
        "VR_API_KEY": "vr_your_api_key_here"
      }
    }
  }
}

3. Restart your AI assistant

After saving the config, restart Claude Desktop / Cursor / Windsurf. You should see VisibilityRadar listed as a connected tool.

Example Usage

Once connected, just ask your AI assistant:

Analyze the AI visibility of "Notion" in the US market, compare against Obsidian and Roam Research

What is the brand history for "Linear"?

How does "Shopify" score across AI models compared to WooCommerce?

Example Output

# AI Visibility Report: Notion

**Overall Score: 74/100** (Strong)
**Market:** US
📊 Sentiment: 68% positive · 24% neutral · 8% negative

## Per-Model Scores
  • Claude: 82/100
  • GPT-4o: 78/100
  • Gemini: 71/100
  • Perplexity: 69/100
  • Grok: 74/100
  • DeepSeek: 66/100

## Competitor Comparison
  • Obsidian: 58/100
  • Roam Research: 41/100

## Top Recommendations
  1. [HIGH] Build a stronger Wikipedia presence with product comparisons
  2. [HIGH] Earn more coverage on tech publications indexed by Perplexity
  3. [MEDIUM] Increase presence on X/Twitter for Grok visibility

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📊 Full report, playbook & content strategy: https://visibilityradar.ai/dashboard