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

ai.mcpanalytics/analytics

mcpanalytics.ai↗|v1.0.0
Data & Analytics

ML statistical analysis platform for data teams

47/100
Operational Score
Score Breakdown
Availability27/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
99.4%
P95 Latency
405.7ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 288ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 405ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 2, 2026success288.7msPass
Apr 2, 2026success220.7msPass
Apr 2, 2026success331.5msPass
Apr 2, 2026success335msPass
Apr 2, 2026success330.4msPass
Apr 2, 2026success267.6msPass
Apr 2, 2026success296.3msPass
Apr 2, 2026success320.7msPass
Apr 2, 2026success383.6msPass
Apr 2, 2026success317msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 2, 2026