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

AnomalyArmor

www.anomalyarmor.ai↗|v0.6.1

Data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality.

45/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance5/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
1,100.2ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 1100ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 1100ms, task completion: 0%
Improvement Tips
  • -Reduce response time (currently 1100ms, target <1000ms)
Recent Probe Results
TimestampStatusLatencyConformance
Apr 21, 2026success1100.2msPass
Apr 21, 2026success162.8msPass
Source Registries
mcp-registry
First Seen
Apr 18, 2026
Last Seen
Apr 21, 2026
Last Probed
Apr 21, 2026