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

United States Weather

smithery.ai/smithery-ai/national-weather-service↗

Provide real-time and forecast weather information for locations in the United States using natural language queries. Access current conditions, multi-day and hourly forecasts, weather alerts, and nearby weather stations without requiring an API key. Enable users to get official, government-sourced weather data easily through intuitive tools.

65/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance25/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
175.4ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 173ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 175ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
May 13, 2026success173.8msPass
May 13, 2026success175.4msPass
May 7, 2026success425.4msPass
May 7, 2026success563.6msPass
May 7, 2026success196.4msPass
May 6, 2026success215.3msPass
May 6, 2026success165.1msPass
Apr 29, 2026success176msPass
Apr 28, 2026success214msPass
Apr 28, 2026success213.9msPass
Source Registries
smithery
First Seen
Mar 26, 2026
Last Seen
May 13, 2026
Last Probed
May 13, 2026