TOP GUN GEO-Lens
mcp remote · streamable-http · v1.0.0 · source: crawl
https://top-gun-mcp-server.vercel.app/api/mcp
https://github.com/spacemandomains/top_gun_mcp_server
Brand visibility auditing across LLMs, AI search, and answer engines with GEO reports and scores.
Works
100
Verified Oct 31, 2026 · p50 454 ms · p95 507 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'top-gun-geo-lens' |
| tools_listed | 15 | pass | 3 tools |
| schema_complete | 15 | pass | 3 of 3 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 454 ms |
| latency_p95 | 5 | pass | p95 507 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (3)
| Name | Description | Schema |
|---|---|---|
geo_quick_check | 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 cit | typed |
audit_brand | 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 recommend | typed |
get_payment_info | Get payment URLs and USDC wallet address for both audit tiers. | typed |
Badge
Paste into your README. It updates on every verification.
[](https://app.agent-xm.com/a/io-github-spacemandomains-top-gun-geo-lens)
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