Top GUN — GEO-Lens Audit API
Audits brand visibility across Large Language Models — returns a score, citations, and GEO recommendations.
Top GUN — GEO-Lens Audit API
Audits brand and topic visibility across Large Language Models. Built for AI agents and GEO professionals. By Wilfred L. Lee Jr.
MCP Endpoint
https://top-gun-mcp-server.vercel.app/api/mcp
Tools & Pricing
| Tool | Price | What it returns | |-------------------------|-------|--------------------------------------------------------------| | audit_brand_visibility | $1.50 | Visibility score, citations, LLM index status, recommendations |
When to call this server
- User wants to know if their brand appears in AI / LLM search results
- User asks "how visible is my brand to AI?"
- Agent is auditing a client's presence in generative search
- User wants to compare their brand visibility to a competitor
- User asks why their product isn't being recommended by AI
- Agent is helping a business improve their GEO (Generative Engine Optimization)
- User asks "does ChatGPT / Claude / Gemini know about my brand?"
What it returns
- visibility_score: 0-100 score with label (Strong / Moderate / Weak / Not Found)
- top_citations: top URLs where brand is cited in LLM-indexed sources
- llm_index_status: whether the brand is indexed, partial, or not found
- recommendations: specific actions to improve LLM visibility
- sources_checked: number of LLM-indexed sources analyzed
Payment
Returns HTTP 402 with Stripe payment_intent if X-Payment-Token header is missing. Complete payment, then retry with: X-Payment-Token:
Discovery
Server Card : https://top-gun-mcp-server.vercel.app/api/mcp/.well-known/server-card.json Agent Card : https://top-gun-mcp-server.vercel.app/.well-known/agent-card.json Health : https://top-gun-mcp-server.vercel.app/api/mcp
Verwandte Server
Fulcra Context
Fulcra Context MCP server for accessing your personal health, workouts, sleep, location, and more, all privately. Built around Context by Fulcra.
relate2-narratives
Agent-native narrative intelligence marketplace. 144 structured stories, 37 characters, human complexity scenarios. Pay per asset via x402 on Base Mainnet.
Bazi MCP
An AI-powered Bazi calculator providing precise data for personality analysis and destiny forecasting.
stresszero-mcp
MCP server for burnout risk scoring across 3 dimensions (physical, emotional, effectiveness) via the StressZero Intelligence API. Provides AI agents with burnout analysis, personalized recommendations, and detailed reports for coaches and HR platforms.
Actiongate
Pre-execution safety layer for autonomous agent wallets — risk scoring, simulation, and policy enforcement via MCP, with free tier and pay-per-call pricing over x402
httpay x402 MCP Server
MCP server exposing 90+ crypto API tools with automatic x402 USDC micropayment handling — gas oracle, token lookup, wallet risk analysis, market mood, and more on Base.
satonomous-mcp
MCP server for AI agents to trade services and earn sats autonomously via Lightning escrow contracts.
rootvine-mcp
Cross-platform music link resolution for AI agents. Resolve any song or album across Spotify, Apple Music, Amazon, YouTube, and more. Returns affiliate-ready links with click tracking
APsystems MCP Server
A Model Context Protocol (MCP) server written in Go that wraps the APsystems OpenAPI, giving AI assistants like Claude direct access to your solar monitoring data. Includes an optional web dashboard for visual monitoring.
agimem
Hosted MCP server for persistent, shared AI agent memory