Leaderboard/FlightSeatmap
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

FlightSeatmap

Look up airline seat maps, find the best seats, and manage seat alerts from your AI assistant.

67/100
Operational Score
Score Breakdown
Availability30/30
Conformance20/30
Performance17/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
404.2ms
Conformance
Partial
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 400 in 299ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 404ms, task completion: 0%
Improvement Tips
  • -Ensure tools/list returns a valid response
Recent Probe Results
TimestampStatusLatencyConformance
May 7, 2026success299.4msPartial
May 7, 2026success334.3msPartial
May 7, 2026success404.2msPartial
May 6, 2026success287.2msPartial
May 6, 2026success351.7msPartial
Source Registries
mcp-registry
First Seen
May 4, 2026
Last Seen
May 8, 2026
Last Probed
May 7, 2026