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

IntegrityPulse FinOps

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47/100
Operational Score
Score Breakdown
Availability27/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
99.4%
P95 Latency
472.3ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 117ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 472ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Apr 5, 2026success117msPartial
Apr 5, 2026success147.1msPartial
Apr 5, 2026success200.9msPartial
Apr 5, 2026success286.9msPartial
Apr 5, 2026success212.8msPartial
Apr 5, 2026success69.1msPartial
Apr 5, 2026success234.6msPartial
Apr 5, 2026success143msPartial
Apr 5, 2026success57.6msPartial
Apr 5, 2026success53.8msPartial
Source Registries
mcp-registry
First Seen
Apr 1, 2026
Last Seen
Apr 4, 2026
Last Probed
Apr 5, 2026
IntegrityPulse FinOps — Chiark Agent Quality Index