io.github.Spacemandomains/top-gun-geo-lens

MCPcommunitylive
v1.0.0io.github.SpacemandomainsUnknownUpdated 4mo agoGitHub

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

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…

Endpoint healthlive
checked 6 days ago · 171ms
80% of the last 5 checks reached this endpoint
Works in
ClaudeCursorCopilotChatGPTGemini

Inferred from the transports this listing declares (streamable-http). A client not listed here hasn’t been ruled out — it just isn’t something Forge can confirm.

Automatically indexed from public sources. Not yet verified by the developer on Forge.Claim this listing →
1GitHub stars
4mo agoLast update
Package
Authorio.github.Spacemandomains
LicenseUnknown
Version1.0.0
Sourcemcp-registry
GitHubspacemandomains/top_gun_mcp_server
SBOMCycloneDX 1.6 ↓
Trust Status
B
60/100Good
✓Listed in Forge index+10/10
—Publisher identity verified+0/30
→ Publisher: run `forge publish` from the repo to claim ownership
—Domain verification+0/10
→ Not currently available for this listing type — the domain-verification check only runs for npm-backed packages today, so this row cannot be earned here yet regardless of what's hosted at the domain.
✓Prompt-injection scan · clean+30/30
✓Obfuscation / exfil scan · clean+20/20
Paste into Claude Code, Cursor, or any AI assistant to fix all gaps
StatusCommunity-indexed
PublisherUnverified
SignatureUnsigned
Domain—
Provenance—
DependenciesNot audited
Tool surface9 tools · none privileged
Security scan✓ CleanvHEAD · 3mo agoHow well does this scan work?
EvalsNone
IndexedJun 13, 2026

Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts.

Tools

9 tools · none privileged
Statically extracted from the published packagevHEAD · 3mo ago

Read out of the source npm actually ships, at scan time. The package was never executed. Tools registered dynamically at runtime, or hidden inside bundled or minified code, can be missed — so this is a floor on the tool surface, not a complete census of it.

geo_quick_checkNo description published

This tool published no description. Forge does not invent one.

audit_brandNo description published

This tool published no description. Forge does not invent one.

get_payment_infoNo description published

This tool published no description. Forge does not invent one.

brand-visibilityNo description published

This tool published no description. Forge does not invent one.

geoNo description published

This tool published no description. Forge does not invent one.

ai-searchNo description published

This tool published no description. Forge does not invent one.

llmNo description published

This tool published no description. Forge does not invent one.

mcpNo description published

This tool published no description. Forge does not invent one.

ai-serversNo description published

This tool published no description. Forge does not invent one.

0 of 9 tools published a description.

Tool names and descriptions are written by the publisher and shown verbatim as inert text. They are the strings an MCP client passes to a model, so Forge scans them for prompt-injection patterns — any finding appears with the security scan above. “Privileged” is a keyword match on the tool name, not an audit of what the tool does: a benign-sounding name can still do anything.

About

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…

Keywords
mcp
Alternatives
Comparing tool surfaces…

Tools exposed

9 tools · none privileged · observed by static extraction. A tool surface is what one scan read on one day, not a live capability list.

Linked names open Forge’s index of every entry observed exposing that tool. Browse all indexed tools.

No dependency coverage

This entry publishes no npm package, so Forge has no dependency tree for it. That is a gap in coverage — not a statement that it has no dependencies.