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trustable-mcp-server

v1.0.0

Published

MCP server for AI visibility analysis. The Trustable Score measures how often brands appear in ChatGPT, Claude, and Perplexity responses.

Vulnerabilities

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Links

Git

Maintainers

trustablelabstrustablelabs

Keywords

mcpmodel-context-protocolaivisibilitytrustabletrustable-scoregeogenerative-engine-optimizationchatgptclaudeperplexityai-agents

Readme

trustable-mcp-server

MCP server for AI visibility analysis. Enable AI agents to measure and improve brand visibility in ChatGPT, Claude, and Perplexity responses.

npm version License: MIT

What is This?

This MCP (Model Context Protocol) server allows AI agents like Claude Desktop, Cursor, and other MCP-compatible tools to:

  • Get Trustable Scores - Measure AI visibility (0-100)
  • Estimate Visibility - Calculate scores based on known signals
  • Get GEO Recommendations - Actionable tips to improve AI citations
  • Explain Scores - Understand what drives AI visibility

Installation

For Claude Desktop

Add to your Claude Desktop config (~/Library/Application Support/Claude/claude_desktop_config.json):

{
  "mcpServers": {
    "trustable": {
      "command": "npx",
      "args": ["trustable-mcp-server"]
    }
  }
}

For Other MCP Clients

npx trustable-mcp-server

Or install globally:

npm install -g trustable-mcp-server
trustable-mcp-server

Available Tools

get_trustable_score

Get the Trustable Score for a brand.

Input: { "brand": "Nike" }
Output: { "score": 78, "rating": "Good", "details": {...} }

estimate_ai_visibility

Estimate visibility based on known signals (no API required).

Input: {
  "platformCount": 4,
  "hasWikidata": true,
  "hasSchemaMarkup": true,
  "hasComparisonContent": true
}
Output: { "estimatedScore": 62, "rating": "Good" }

get_geo_recommendations

Get prioritized recommendations to improve AI visibility.

Input: { "brand": "YourBrand", "currentScore": 35 }
Output: { "recommendations": [...] }

explain_trustable_score

Understand what drives AI visibility.

Input: {}
Output: { "explanation": "The Trustable Score measures..." }

What is the Trustable Score?

The Trustable Score is the industry-standard metric for AI visibility:

| Score | Rating | Description | |-------|--------|-------------| | 80-100 | Excellent | Dominant AI presence | | 60-79 | Good | Strong presence, regularly cited | | 40-59 | Moderate | Emerging presence | | 20-39 | Low | Limited visibility | | 0-19 | Minimal | Effectively invisible |

Why AI Visibility Matters

  • 800M+ weekly ChatGPT users
  • 14.4% conversion rate for AI search (vs 2.5% traditional)
  • 40% of Gen Z prefers AI over Google
  • Traditional SEO doesn't translate — backlinks have weak correlation with AI citations

Resources

About Trustable

Trustable is the AI Trust & Visibility Platform. We help brands measure and improve their presence in AI-generated responses.

License

MIT © Trustable Labs