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

WarpGBM

Train gradient boosting models quickly and export portable artifacts for smooth deployment. Run fast predictions from newly trained models or existing artifacts. Upload datasets, browse available backends, and access a practical guide with best practices and troubleshooting.

54/100
Operational Score
Score Breakdown
Availability27/30
Conformance10/30
Performance17/40
Key Metrics
Uptime 30d
99.2%
P95 Latency
246.7ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 168ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 246ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 2, 2026success168.7msPass
Apr 2, 2026success156msPass
Apr 2, 2026success209.3msPass
Apr 2, 2026success171.1msPass
Apr 2, 2026success190msPass
Apr 2, 2026success172.3msPass
Apr 2, 2026success174.8msPass
Apr 2, 2026success175.7msPass
Apr 2, 2026success160.5msPass
Apr 2, 2026success171.7msPass
Source Registries
smithery
First Seen
Mar 26, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 2, 2026