What is the key difference between AI Visibility and Leadoracle?

AI Visibility belongs to the Marketing category with local stdio execution, while Leadoracle belongs to the Marketing category with cloud HTTP/SSE execution.

How do I install AI Visibility or Leadoracle 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 Leadoracle free or paid?

AI Visibility operates under a Free / Open Source model (No auth required). Leadoracle 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. Leadoracle lists 7 tools with 1 views and 0 GitHub stars.

Can I use both AI Visibility and Leadoracle 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 Leadoracle

In-depth architectural comparison of the AI Visibility and Leadoracle 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: 51/100 (Good) | Auth: No auth required

Leadoracle

Marketing · Remote HTTP/SSE

Quality: 48/100 (Fair) | Auth: No auth required

Verdict Summary: Choose AI Visibility if you need specialized Marketing tools running via a local process. Choose Leadoracle if your workspace requires Marketing integration with remote web transport. 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 Leadoracle when:

You need dedicated capabilities in the Marketing domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: company_lookup, domain_info, industry_companies.

Explore Leadoracle Details

Feature & Specification Comparison

Specification	AI Visibility sharozdawa Marketing	Leadoracle Marketing
Summary	Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini. Visibility scores, sentiment analysis, competitor detection, and trend charts.	LeadOracle - 7-tool B2B lead intel MCP: enrichment, scoring, intent signals, ICP fit.
Category & Scope	Marketing

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"
      ]
    }
  }
}

Leadoracle Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "leadoracle": {
      "url": "https://tooloracle.io/lead/mcp/"
    }
  }
}

Frequently Asked Questions

AI Visibility is categorized under Marketing and uses a local stdio subprocess. In contrast, Leadoracle belongs to Marketing using remote streaming HTTP/SSE transport. Select AI Visibility when you need capabilities focused on marketing and Leadoracle when you require tools for marketing.

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