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

Netdata

Cloud & Infrastructure

Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.

62/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance22/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
37.5ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 19ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 37ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
May 18, 2026success19.7msPass
May 16, 2026success29.8msPass
May 13, 2026success37.5msPass
May 13, 2026success28.8msPass
May 12, 2026success36.9msPass
May 11, 2026success27.2msPass
May 9, 2026success26.9msPass
May 7, 2026success87.1msPass
May 7, 2026success75.3msPass
May 7, 2026success121.4msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
May 18, 2026
Last Probed
May 18, 2026