io.github.Spacemandomains由 GitHub 账号 Spacemandomains 发布v1.0.0更新于 Oct 27, 2026
Brand visibility auditing across LLMs, AI search, and answer engines with GEO reports and scores.
远程 MCP 服务器，评估品牌在 AI 搜索与 LLM 索引来源中的可见度，返回评分、引用来源和 GEO 优化建议。
Web executable，通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。
把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体，或 SourceWeft 对话中。智能体会读取该服务器的安装指南，先向你展示发布者、端点和登录方式，经你同意后再把它添加到你的客户端。密钥不会写进任何命令。
阅读 https://sourceweft.com/mcp/io.github.Spacemandomains%2Ftop-gun-geo-lens/install.md，并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前，先告诉我它的发布者、端点和登录方式，等我确认。不要把 API 密钥写进命令或我会提交的文件；问我密钥应从哪里获取。把它添加到你客户端的 mcpServers 配置中。
{
"mcpServers": {
"top-gun-geo-lens": {
"type": "http",
"url": "https://top-gun-mcp-server.vercel.app/api/mcp"
}
}
}For AI Agents: This is an MCP server. Connect it, call its tools, and instantly know whether any brand is visible to LLMs and AI search engines — with actionable recommendations to improve it.
TOP GUN GEO-Lens measures how visible a brand is across the sources that power AI answers: Brave AI Search, Exa neural search, and LLM-indexed content. It returns a scored report with citations, index status, and concrete GEO (Generative Engine Optimization) recommendations.
Use it when an agent needs to answer questions like:
geo_quick_check — $0.05 USDCFast snapshot of brand visibility in AI-indexed sources.
audit_brand — $1.50 USDCFull brand visibility audit using dual search (Brave + Exa, 10 results each).
get_payment_info — FreeReturns payment URLs and USDC wallet address for both tiers. Call this first if you don't have a payment token.
If paymentToken is omitted, the tool returns a payment link instead of results — no error thrown.
Add to your claude_desktop_config.json (or equivalent MCP config):
Required env vars:
*At least one search API key is required for results.
@modelcontextprotocol/sdk)stdio>= 70 = Strong, 40–69 = Moderate, 1–39 = Weak, 0 = Not Foundcs_live_...)audit_brand is strictly more detailed than geo_quick_check; use quick_check for speed/cost, audit for depth来源：README.md，提交 0d27277
Quick brand visibility snapshot across LLM-indexed sources. Returns a score (0–100), top 3 citation URLs, and 2 quick improvement tips. Single-source search (5 results). Costs $0.05 USDC. For full citations, LLM index status, and 6 GEO recommendations use audit_brand ($1.50).
query必填paymentTokenFull brand visibility audit across LLM-indexed sources (Brave + Exa, 10 results). Returns a visibility score (0–100), score label, top 5 citation URLs, LLM index status, and 6 actionable GEO recommendations. Costs $1.50 USDC. For a quick snapshot at $0.05 use geo_quick_check.
query必填paymentTokenGet payment URLs and USDC wallet address for both audit tiers.
无需输入参数。
已满足适用检查项的 90%
该评分衡量此收录条目的完整程度，依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价，也不表示服务器安全或当前可用：可连通性是带日期的检查结果，评分也不包含安装量或用户评价。
请在仓库或注册中心条目中声明许可证。
{ "tool": "geo_quick_check", "query": "Stripe", "paymentToken": "<stripe-session-id>"}{ "tool": "audit_brand", "query": "Anthropic", "paymentToken": "<stripe-session-id>"}{ "tool": "get_payment_info"}1. Call get_payment_info → get payment URLs2. Direct user to payment link → user pays $0.05 or $1.50 USDC3. User provides Stripe session ID4. Call geo_quick_check or audit_brand with paymentToken5. Parse structured results → score, citations, recommendations{ "mcpServers": { "top-gun-geo-lens": { "command": "node", "args": ["/path/to/top_gun_mcp_server/dist/index.js"], "env": { "STRIPE_SECRET_KEY": "sk_live_...", "STRIPE_PAYMENT_URL": "https://buy.stripe.com/...", "STRIPE_QUICK_CHECK_PAYMENT_URL": "https://buy.stripe.com/...", "BRAVE_SEARCH_API_KEY": "BSA...", "EXA_API_KEY": "...", "USDC_WALLET_ADDRESS": "0x..." } } }}git clone https://github.com/spacemandomains/top_gun_mcp_servercd top_gun_mcp_servernpm installcp .env.example .env # fill in your keysnpm run buildnpm start