MCP.Market

TOP GUN GEO-Lens MCP server

online · 100% uptime
by Spacemandomains·io.github.Spacemandomains/top-gun-geo-lens·v1.0.0·1 stars

Brand visibility auditing across LLMs, AI search, and answer engines with GEO reports and scores.

B81/100grade B
What users say
No reviews yet
Be the first
Safety scan
B81/100

full report

Adoption
New

1 stars

Reviews

Write one

Nobody has reviewed TOP GUN GEO-Lens yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

TOP GUN GEO-Lens tools (3)

write = sends, deletes, buys or posts
  • audit_brandFree

    Full 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.

  • geo_quick_checkFree

    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).

  • get_payment_infoFree

    Get payment URLs and USDC wallet address for both audit tiers.

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 1282ms20/20
  • Tool poisoning3 tool descriptions checked15/15
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenancelast push 140 days ago8/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 81/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How TOP GUN GEO-Lens compares

Against every graded Web search MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
81/100
higher than 67% of 3,470 Web search servers
Tools
3
the typical Web search server has 5
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
Uptime
100%
of our recent checks; the typical remote Web search server answers 100%
Response time
389 ms
faster than 40% of 2,238 Web search servers
GitHub stars
1
more than 55% of 1,786 Web search servers

What its tools let an agent do: 3 read

Install TOP GUN GEO-Lens in Claude Code, Cursor or VS Code

claude mcp add --transport http top-gun-geo-lens https://top-gun-mcp-server.vercel.app/api/mcp
Add to Cursor

What the publisher says

From the TOP GUN GEO-Lens repository's README, as published. We do not edit it. Read it on GitHub

TOP GUN GEO-Lens — MCP Brand Visibility Auditor

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.

What This Does

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:

  • "Is [brand] showing up in AI-powered search results?"
  • "Why isn't [brand] being recommended by AI assistants?"
  • "What should [brand] do to rank higher in LLM outputs?"

Tools

geoquickcheck — $0.05 USDC

Fast snapshot of brand visibility in AI-indexed sources.

{
  "tool": "geo_quick_check",
  "query": "Stripe",
  "paymentToken": "<stripe-session-id>"
}

audit_brand — $1.50 USDC

Full brand visibility audit using dual search (Brave + Exa, 10 results each).

{
  "tool": "audit_brand",
  "query": "Anthropic",
  "paymentToken": "<stripe-session-id>"
}

getpaymentinfo — Free

Returns payment URLs and USDC wallet address for both tiers. Call this first if you don't have a payment token.

{
  "tool": "get_payment_info"
}

Agent Workflow

1. Call get_payment_info          → get payment URLs
2. Direct user to payment link    → user pays $0.05 or $1.50 USDC
3. User provides Stripe session ID
4. Call geo_quick_check or audit_brand with paymentToken
5. Parse structured results       → score, citations, recommendations

If paymentToken is omitted, the tool returns a payment link instead of results — no error thrown.

Connecting to Claude / MCP Clients

Add to your claudedesktopconfig.json (or equivalent MCP config):

{
  "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..."
      }
    }
  }
}

Setup

git clone https://github.com/spacemandomains/top_gun_mcp_server
cd top_gun_mcp_server
npm install
cp .env.example .env        # fill in your keys
npm run build
npm start

Required env vars:

*At least one search API key is required for results.

Pricing Summary

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

TOP GUN GEO-Lens: common questions

Is TOP GUN GEO-Lens MCP server safe?
Mostly: it is graded B (81/100). Read the TOP GUN GEO-Lens safety report
How do I install TOP GUN GEO-Lens?
It runs remotely at top-gun-mcp-server.vercel.app. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does TOP GUN GEO-Lens need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is TOP GUN GEO-Lens maintained?
The last commit was 178 days ago (2026-05-10). The latest release is v1.0.0.
Is TOP GUN GEO-Lens up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of TOP GUN GEO-Lens?
Servers from other publishers that do the same job: GEO Tracker by DigestSEO MCP server, Free Search MCP server and HasData Bing MCP server.
How does TOP GUN GEO-Lens compare with other Web search MCP servers?
safety score 81/100 (higher than 67% of 3,470 Web search servers); tools 3 (the typical Web search server has 5); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to TOP GUN GEO-Lens

Same job from other publishers: the closest match first, then the best rated.

  • GEO Tracker by DigestSEO
    Track brand citations across seven AI search surfaces. Free OSS; optional EUR 99 client-ready audit.
    B
  • Free Search
    No-API-key web search, page fetching and document reading across many engines. Local-first.
    B
  • HasData Bing
    Bing search results with the ad block and Copilot answer, geo and market targeting, as JSON.
    A
  • Repomix
    Pack local or remote codebases into AI-friendly files that LLMs and coding agents can read or search
    A
  • Jshookmcp
    Search-first MCP server for JavaScript reverse engineering: 735 tools across 36 domains.
    C

More from Spacemandomains →