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:
- Provide the user with the Stripe
payment_url found in the JSON response.
- Explain that a $1.50 USD fee is required for the audit.
- 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
- Clone the repository:
git clone https://github.com/Spacemandomains/top_gun_live
- Install requirements:
pip install "mcp[cli]" httpx
- 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:
```bash
npx -y @smithery/cli install @wilfred-l-lee-jr/top-gun-audit
