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.

54/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
346.9ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 346ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 346ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success346.9msPass
Jun 30, 2026success118.7msPass
Jun 27, 2026success133.6msPass
Jun 25, 2026success125msPass
Jun 24, 2026success162.3msPass
Jun 17, 2026success357.3msPass
Jun 16, 2026success280.6msPass
Jun 16, 2026success276.9msPass
Jun 15, 2026success179.8msPass
Jun 12, 2026success357.8msPass
Source Registries
smithery
First Seen
Mar 26, 2026
Last Seen
Jul 5, 2026
Last Probed
Jul 3, 2026