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

NWS Weather & Aviation

smithery.ai/ahmed2real/thinkzone↗

Access real-time US weather forecasts, alerts, radar, and station observations from the National Weather Service. Retrieve aviation products including TAFs and SIGMETs for flight planning. Build location-aware features with point metadata, grid forecasts, and zone products.

47/100
Operational Score
Score Breakdown
Availability27/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
99.0%
P95 Latency
548.5ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 221ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 548ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 2, 2026success221.7msPass
Apr 2, 2026success140.5msPass
Apr 2, 2026success253.3msPass
Apr 2, 2026success269msPass
Apr 2, 2026success276msPass
Apr 2, 2026success174.1msPass
Apr 2, 2026success229.2msPass
Apr 2, 2026success232.3msPass
Apr 2, 2026success255.8msPass
Apr 2, 2026timeout0msFail
Source Registries
smithery
First Seen
Mar 26, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 2, 2026