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.

57/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance17/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
258.2ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 211ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 258ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jun 17, 2026success211.9msPartial
Jun 16, 2026success164.6msPartial
Jun 16, 2026success258.2msPartial
Jun 15, 2026success208.7msPartial
Jun 12, 2026success104msPartial
Jun 11, 2026success356.9msPartial
Jun 11, 2026success252.1msPartial
Jun 10, 2026success64.7msPartial
Jun 9, 2026success183.9msPartial
Jun 5, 2026success120msPartial
Source Registries
mcp-registry
First Seen
May 10, 2026
Last Seen
Jun 22, 2026
Last Probed
Jun 17, 2026