smithery.ai

top-gun-audit

Performs high-intensity Generative Engine Optimization (GEO) audits to measure brand visibility and citation strength in AI search results.

First seen Apr 4, 2026

Installation

$ npx skills add https://smithery.ai

Summary

  • Performs high-intensity Generative Engine Optimization (GEO) audits to measure brand visibility and citation strength in AI search results.
  • This skill allows autonomous agents to manage their own $1.50 USD micro-payments via a Stripe-MPP gate.
  • Use this skill when a user needs to verify how a brand is indexed by LLMs or requires a citation map for specific entities.

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More details

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Skill metadata

Parsed from SKILL.md frontmatter.

Version1.0.0
More metadata
author
Wilfred L. Lee Jr.
version
1.0.0
namespace
wilfred-l-lee-jr

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 2,580 B
  • docs SUMMARY.md 287 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 1 installs

SKILL.md

Top GUN GEO-Lens Auditor

Developer: Wilfred L. Lee Jr. Protocol: Stripe-MPP (Machine-Payable Protocol)

🎯 Overview

Top GUN is a specialized Model Context Protocol (MCP) server designed for Generative Engine Optimization (GEO) auditing. It allows AI agents to measure brand visibility, citation strength, and indexing status within the generative search landscape.

Unlike standard tools, Top GUN is built for the Agentic Economy, utilizing a "Machine-Payment Gate" that allows agents to request authorization for specific high-compute tasks.

🛠️ Operational Instructions

1. Identify the Target

The agent must identify a specific brand, entity, or topic the user wishes to audit.

2. Initiate the Audit

Call the audit_brand tool.

  • query: The brand or topic name.
  • paymentIntent: Leave blank on the initial call.

3. Handle Payment (Stripe-MPP)

If the tool returns a 402 Payment Required status:

  1. Provide the user with the Stripe payment_url found in the JSON response.
  2. Explain that a $1.50 USD fee is required for the audit.
  3. Instruct the user to return with their Session ID from the redirect page.

4. Finalize

Once the user provides the ID, re-run audit_brand including the ID in the paymentIntent field to retrieve the visibility score and citation data.

🛠️ Tools

audit_brand

Scans LLM indices for brand mentions and calculates a visibility percentage.

  • Parameters:

- query (string, required): The brand or topic to audit. - paymentIntent (string, optional): The Stripe Session ID or PaymentIntent ID for authorization.

🚀 Installation

  1. Clone the repository: git clone https://github.com/Spacemandomains/topgunlive
  2. Install requirements: pip install "mcp[cli]" httpx
  3. Add to your MCP Host config:
{
  "mcpServers": {
    "top-gun-audit": {
      "command": "python",
      "args": ["/path/to/top_gun_live/mcp_server.py"]
    }
  }
}

Install via the Smithery CLI:

npx -y @smithery/cli install @wilfred-l-lee-jr/top-gun-audit