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

TOP GUN GEO-Lens

Verified · 7 days ago

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

Install

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

Our take

This server appears focused on measuring how a brand shows up across LLMs, AI search products, and answer engines, with reporting around visibility and scoring. It is aimed at SEO, content, or brand teams experimenting with generative-engine optimization rather than general-purpose search users. The concept is narrow and early-stage based on the minimal public traction, so it is better treated as a specialized monitoring tool than an established standard.

reviewed by hand · 2026-07-08

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Verification record

last verified
7 days ago
github stars
1
last commit
3 mo ago
archived
no
in registry since
2026-05-10

github.com/spacemandomains/top_gun_mcp_server

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