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

NWS Weather & Aviation

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.

57/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance17/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
344.9ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 344ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 344ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jun 30, 2026success344.9msPass
Jun 27, 2026success213.7msPass
Jun 25, 2026success337.1msPass
Jun 24, 2026success226.7msPass
Jun 17, 2026success275.4msPass
Jun 16, 2026success578msPass
Jun 16, 2026success936.2msPass
Jun 15, 2026success231.8msPass
Jun 12, 2026success360.2msPass
Jun 11, 2026success394.7msPass
Source Registries
smithery
First Seen
Mar 26, 2026
Last Seen
Jul 2, 2026
Last Probed
Jun 30, 2026