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

Metrx

smithery.ai/metrxbot/mcp-server↗

Monitor and optimize the operational costs of large language model deployments with real-time spend tracking and performance metrics. Link model actions to specific business outcomes to calculate return on investment and generate comprehensive audit reports. Automate cost-saving measures through budget guardrails, model routing recommendations, and predictive failure analysis.

50/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
780.5ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 230ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 780ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 16, 2026success230.5msPass
Apr 16, 2026success521msPass
Apr 16, 2026success226.6msPass
Apr 16, 2026success167msPass
Apr 16, 2026success198msPass
Apr 16, 2026success463.4msPass
Apr 16, 2026success218.4msPass
Apr 16, 2026success931.1msPass
Apr 16, 2026success240.6msPass
Apr 16, 2026success488.4msPass
Source Registries
smithery
First Seen
Apr 10, 2026
Last Seen
Apr 18, 2026
Last Probed
Apr 16, 2026