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

inference.sh

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54/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
705.5ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 565ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 705ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
May 27, 2026success565.2msPass
May 27, 2026success204.3msPass
May 27, 2026success563.2msPass
May 26, 2026success580.4msPass
May 25, 2026success189.9msPass
May 22, 2026success538.4msPass
May 22, 2026success705.5msPass
May 21, 2026success687msPass
May 20, 2026success251.9msPass
May 18, 2026success558.9msPass
Source Registries
mcp-registry
First Seen
Apr 13, 2026
Last Seen
May 28, 2026
Last Probed
May 27, 2026