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

60/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance20/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
320.3ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 301ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 320ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
May 16, 2026success301.1msPass
May 13, 2026success291.9msPass
May 13, 2026success279.2msPass
May 12, 2026success320.3msPass
May 11, 2026success272.1msPass
May 9, 2026success324.4msPass
May 7, 2026success467.2msPass
May 7, 2026success477.8msPass
May 7, 2026success481msPass
May 6, 2026success323.3msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
May 17, 2026
Last Probed
May 16, 2026