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

OpenClaw FinOps

github.com/maryadawson-code/openclaw-finops↗|v1.0.0

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50/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
235ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 56ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 235ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
May 18, 2026success56.3msPass
May 16, 2026success233.5msPass
May 13, 2026success45.4msPass
May 13, 2026success192.2msPass
May 12, 2026success235msPass
May 11, 2026success170.2msPass
May 9, 2026success153msPass
May 7, 2026success253.5msPass
May 7, 2026success307.1msPass
May 7, 2026success317.6msPass
Source Registries
mcp-registry
First Seen
Mar 31, 2026
Last Seen
May 18, 2026
Last Probed
May 18, 2026