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

TOP GUN GEO-Lens

R0· no sign-in

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

v1.0.0 · active · repository · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality79good
Trust87of 100
Uptime, 30 days100%
Latency p50241 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "top-gun-geo-lens": {
      "type": "http",
      "url": "https://top-gun-mcp-server.vercel.app/api/mcp"
    }
  }
}
claude mcp add --transport http top-gun-geo-lens https://top-gun-mcp-server.vercel.app/api/mcp
[mcp_servers.top-gun-geo-lens]
url = "https://top-gun-mcp-server.vercel.app/api/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "top-gun-geo-lens": {
      "type": "remote",
      "url": "https://top-gun-mcp-server.vercel.app/api/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "top-gun-geo-lens": {
      "type": "http",
      "url": "https://top-gun-mcp-server.vercel.app/api/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=top-gun-geo-lens&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vdG9wLWd1bi1tY3Atc2VydmVyLnZlcmNlbC5hcHAvYXBpL21jcCJ9"
}
{
  "servers": {
    "top-gun-geo-lens": {
      "type": "http",
      "url": "https://top-gun-mcp-server.vercel.app/api/mcp"
    }
  }
}
{
  "mcpServers": {
    "top-gun-geo-lens": {
      "httpUrl": "https://top-gun-mcp-server.vercel.app/api/mcp"
    }
  }
}
extensions:
  "top-gun-geo-lens":
    enabled: true
    name: "top-gun-geo-lens"
    type: streamable_http
    uri: "https://top-gun-mcp-server.vercel.app/api/mcp"
    timeout: 300

Quality 79 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_payment_info (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); audit_brand (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); geo_quick_check (readOnlyHint, destructiveHint, idempotentHint, openWorldHint)
  • pass
    tools.token_costabout 408 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

3 tools, about 408 tokens to load them all · tool set b39b41d53baa · checked 2026-10-20 17:34 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 87 / 100

provenance80
liveness100
freshness65
hygiene100

+repository +namespace-matches-repo +reachable +uptime-100% ~updated-163d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://top-gun-mcp-server.vercel.app/api/mcp streamable-httpnoneyes100%241 ms2025-11-252026-10-20

Tools (3)

audit_brandFull 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_checkQuick 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_infoGet payment URLs and USDC wallet address for both audit tiers.

Schemas: list_tools.

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More from io.github.Spacemandomains

Official server.json
{
  "name": "io.github.Spacemandomains/top-gun-geo-lens",
  "title": "TOP GUN GEO-Lens",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://top-gun-mcp-server.vercel.app/api/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "repository": {
    "url": "https://github.com/spacemandomains/top_gun_mcp_server",
    "source": "github"
  },
  "description": "Brand visibility auditing across LLMs, AI search, and answer engines with GEO reports and scores."
}