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

Phos Analytics Engine

albermm.github.io↗|v1.0.0
Data & Analytics

Sales analytics, ML forecasting, customer segmentation, and trend analysis.

44/100
Operational Score
Score Breakdown
Availability20/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
97.1%
P95 Latency
453.2ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 238ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 453ms, task completion: 0%
Improvement Tips
  • -Improve uptime (currently 97.1%, target 99%+)
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Apr 2, 2026success238.8msPartial
Apr 2, 2026success238.8msPartial
Apr 2, 2026success226msPartial
Apr 2, 2026success231msPartial
Apr 2, 2026success228.7msPartial
Apr 2, 2026success231.6msPartial
Apr 2, 2026success484.7msPartial
Apr 2, 2026success453.2msPartial
Apr 2, 2026timeout0msFail
Apr 2, 2026success258.5msPartial
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 2, 2026