Top Gun Geo Lens
@Spacemandomains
About Top Gun Geo Lens
High-intensity Generative Engine Optimization (GEO) auditing for AI agents. This tool allows agents to measure brand visibility and citation strength in LLM search results. It features a native 402 Payment Required handshake for $1.50 micro-payments per audit.
Config
Add this server to your MCP-compatible client using the configuration below.
{
"mcpServers": {
"top-gun-audit": {
"command": "python",
"args": [
"mcp_server.py"
],
"env": {
"TOP_GUN_API_URL": "https://top-gun-live.vercel.app"
}
}
}
}Tools
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Overview
What is Top Gun Geo Lens?
Top Gun Geo Lens is a high-intensity Generative Engine Optimization (GEO) tool that allows AI agents to measure brand visibility, citation strength, and indexing status within LLM search results. It is designed for autonomous agent payments using the Stripe Machine-Payable Protocol (MPP) at $1.50 per audit.
How to use Top Gun Geo Lens?
Install Python, clone the repository from https://github.com/Spacemandomains/top_gun_live, and add the server configuration to your MCP client (e.g., Claude Desktop). The single tool, audit_brand, scans LLM indices for brand mentions and returns a visibility score after a $1.50 micro-payment is completed via a Stripe URL.
Key features of Top Gun Geo Lens
- Scans LLM indexes for brand mentions.
- Calculates a brand visibility score.
- Supports autonomous agent payments via Stripe MPP.
- Costs $1.50 USD per audit.
- Built for professional GEO auditing in the agentic economy.
Use cases of Top Gun Geo Lens
- Measuring brand visibility in LLM search results.
- Auditing citation strength for a brand or domain.
- Checking indexing status of content across AI models.
- Enabling autonomous AI agents to pay for real-time GEO audits.
FAQ from Top Gun Geo Lens
How does payment work?
The server uses the Stripe Machine-Payable Protocol. An agent calls the tool, receives a 402 Payment Required response with a Stripe URL, and a human completes the micro-payment to unlock the data.
What is the cost per audit?
Each audit costs $1.50 USD.
What tool does Top Gun Geo Lens provide?
It provides one tool: audit_brand, which scans LLM indices for brand mentions and calculates a visibility score.
What are the runtime requirements?
You need Python installed and an MCP-compatible client, such as Claude Desktop. No other dependencies are listed.
Where does the audit data come from?
The data comes from scanning LLM indices (generative engine search results) for brand mentions.
Frequently asked questions
How does payment work?
The server uses the Stripe Machine-Payable Protocol. An agent calls the tool, receives a 402 Payment Required response with a Stripe URL, and a human completes the micro-payment to unlock the data.
What is the cost per audit?
Each audit costs $1.50 USD.
What tool does Top Gun Geo Lens provide?
It provides one tool: `audit_brand`, which scans LLM indices for brand mentions and calculates a visibility score.
What are the runtime requirements?
You need Python installed and an MCP-compatible client, such as Claude Desktop. No other dependencies are listed.
Where does the audit data come from?
The data comes from scanning LLM indices (generative engine search results) for brand mentions.
Basic information
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