io.github.SpacemandomainsPublished by GitHub account Spacemandomainsv1.0.0Updated Oct 27, 2026
Brand visibility auditing across LLMs, AI search, and answer engines with GEO reports and scores.
Remote MCP server that scores how visible a brand is in AI search and LLM-indexed sources, returning citations and GEO recommendations.
Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.
Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.
Read https://sourceweft.com/mcp/io.github.Spacemandomains%2Ftop-gun-geo-lens/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.Add this to your client's mcpServers config.
{
"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 depthSource: README.md at commit 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).
queryrequiredpaymentTokenFull 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.
queryrequiredpaymentTokenGet payment URLs and USDC wallet address for both audit tiers.
Takes no parameters.
90% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
Declare a license in the repository or the registry entry.
{ "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