Leaderboard/io.github.cyanheads/noaa-cdo-mcp-server
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.cyanheads/noaa-cdo-mcp-server

Search NOAA CDO stations and datasets, fetch historical weather observations.

42/100
Operational Score
Score Breakdown
Availability10/30
Conformance10/30
Performance22/40
Key Metrics
Uptime 30d
92.3%
P95 Latency
117.5ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 93ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 117ms, task completion: 0%
Improvement Tips
  • -Improve uptime (currently 92.3%, target 99%+)
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jun 9, 2026success93.2msPartial
Jun 5, 2026success114.8msPartial
Jun 5, 2026success87.4msPartial
Jun 4, 2026success117.5msPartial
Jun 3, 2026success99.1msPartial
May 30, 2026success106.7msPartial
May 29, 2026success89.2msPartial
May 29, 2026success90.5msPartial
May 27, 2026success107.1msPartial
May 27, 2026success136.5msPartial
Source Registries
mcp-registry
First Seen
May 24, 2026
Last Seen
Jun 9, 2026
Last Probed
Jun 9, 2026