io.github.Spacemandomains由 GitHub 帳號 Spacemandomains 發布v1.0.0更新於 Oct 27, 2026
Brand visibility auditing across LLMs, AI search, and answer engines with GEO reports and scores.
遠端 MCP 伺服器，評估品牌在 AI 搜尋與 LLM 索引來源中的能見度，回傳評分、引用來源與 GEO 優化建議。
Web executable，透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。
把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式，或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南，先向你展示發布者、端點和登入方式，經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。
閱讀 https://sourceweft.com/mcp/io.github.Spacemandomains%2Ftop-gun-geo-lens/install.md，並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前，先告訴我它的發布者、端點和登入方式，等我確認。不要把 API 金鑰寫進命令或我會提交的檔案；問我金鑰應從哪裡取得。把它新增到你客戶端的 mcpServers 設定中。
{
"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來源：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.
無需輸入參數。
已滿足適用檢查項的 90%
該評分衡量此收錄條目的完整程度，依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價，也不表示伺服器安全或目前可用：可連通性是帶日期的檢查結果，評分也不包含安裝量或使用者評價。
請在儲存庫或註冊中心條目中宣告授權條款。
{ "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