Leaderboard/SAMRUM — Family Personality Insights
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

SAMRUM — Family Personality Insights

Access family personality profiles, relationship reports, and relational patterns via AI.

35/100
Operational Score
Score Breakdown
Availability20/30
Conformance10/30
Performance5/40
Key Metrics
Uptime 30d
99.0%
P95 Latency
1,433.2ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 356ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 1433ms, task completion: 0%
Improvement Tips
  • -Reduce response time (currently 1433ms, target <1000ms)
  • -Improve uptime (currently 99.0%, target 99%+)
Recent Probe Results
TimestampStatusLatencyConformance
Apr 16, 2026success356.7msPass
Apr 16, 2026success1116.1msPass
Apr 16, 2026success471.7msPass
Apr 16, 2026success542msPass
Apr 16, 2026success461.1msPass
Apr 16, 2026success1343.1msPass
Apr 16, 2026success401.2msPass
Apr 16, 2026success668.1msPass
Apr 16, 2026timeout0msFail
Apr 16, 2026success827.4msPass
Source Registries
mcp-registry
First Seen
Apr 14, 2026
Last Seen
Apr 17, 2026
Last Probed
Apr 16, 2026
SAMRUM — Family Personality Insights — Chiark Agent Quality Index