What is the key difference between AI Visibility and Citable MCP?

AI Visibility belongs to the Marketing category with local stdio execution, while Citable MCP belongs to the Marketing category with local stdio execution.

How do I install AI Visibility or Citable MCP in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are AI Visibility and Citable MCP free or paid?

AI Visibility operates under a Free / Open Source model (No auth required). Citable MCP operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

AI Visibility lists 6 tools with 1 views and 9 GitHub stars. Citable MCP lists 19 tools with 0 views and 0 GitHub stars.

Can I use both AI Visibility and Citable MCP together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Side-by-Side Model Context Protocol Comparison

AI Visibility vs Citable MCP

In-depth architectural comparison of the AI Visibility and Citable MCP MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

AI Visibility

Marketing · Local stdio

Quality: 55/100 (Good) | Auth: No auth required

Citable MCP

Marketing · Local stdio

Quality: 56/100 (Good) | Auth: No auth required

Verdict Summary: Choose AI Visibility if you need specialized Marketing tools running via a local process. Choose Citable MCP if your workspace requires Marketing integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose AI Visibility when:

You need dedicated capabilities in the Marketing domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: check_brand_visibility, check_single_query, get_visibility_score.

Explore AI Visibility Details

Choose Citable MCP when:

You need dedicated capabilities in the Marketing domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: citable_prices, citable_connect, citable_keyword_suggest.

Explore Citable MCP Details

Feature & Specification Comparison

Specification	AI Visibility sharozdawa Marketing	Citable MCP zaialamm Marketing
Summary	Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini. Visibility scores, sentiment analysis, competitor detection, and trend charts.	SEO and AI-visibility checks an agent pays for per call, with no account: keyword research, on-page audits, AI-citation checks across ChatGPT, Claude, Gemini and Perplexity, plus rank, SERP, domain and backlink data. 17 endpoints at $0.005–0.30 each, settled in USDC on Solana over x402; a failed call is never charged. Install: npx -y citable-mcp.
Category & Scope

Tools & Capabilities Breakdown

AI Visibility Tools (6)

check_brand_visibility

Check a brand's visibility across AI platforms with detailed per-platform results, mention rates, positions, sentiment, and competitor analysis

check_single_query

Check brand mention for a specific query on a specific platform — get mention status, position, context snippet, and sentiment

get_visibility_score

Calculate overall AI visibility score (0-100) with tier rating, per-platform breakdowns, and improvement recommendations

compare_brands

Compare visibility of 2-10 brands side by side with ranked results and per-platform scores

get_recommendations

Get prioritized, actionable recommendations to improve AI visibility based on current score

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

AI Visibility Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "sharozdawa-ai-visibility": {
      "command": "npx",
      "args": [
        "-y",
        "ai-visibility-mcp"
      ]
    }
  }
}

Citable MCP Configuration

mcpServers (Claude Desktop / Cursor)

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

Frequently Asked Questions

AI Visibility is categorized under Marketing and uses a local stdio subprocess. In contrast, Citable MCP belongs to Marketing using local stdio subprocess. Select AI Visibility when you need capabilities focused on marketing and Citable MCP when you require tools for marketing.

More alternatives to AI Visibility More alternatives to Citable MCP Marketing category hub