Leaderboard/TOP GUN GEO-Lens
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

TOP GUN GEO-Lens

github.com/spacemandomains/top_gun_mcp_server↗|v1.0.0

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

65/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance25/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
138.5ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 125ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 138ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
May 13, 2026success125.4msPartial
May 13, 2026success111.7msPartial
May 12, 2026success138.5msPartial
May 11, 2026success119.5msPartial
Source Registries
mcp-registry
First Seen
May 10, 2026
Last Seen
May 13, 2026
Last Probed
May 13, 2026