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

Hugging Face

smithery.ai/huggingface↗

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54/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
310.5ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 228ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 310ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 16, 2026success228.7msPass
Apr 16, 2026success304.4msPass
Apr 16, 2026success229.7msPass
Apr 16, 2026success216.6msPass
Apr 16, 2026success231.6msPass
Apr 16, 2026success214.7msPass
Apr 16, 2026success223.2msPass
Apr 16, 2026success250.9msPass
Apr 16, 2026success246msPass
Apr 16, 2026success227.8msPass
Source Registries
smithery
First Seen
Apr 10, 2026
Last Seen
Apr 18, 2026
Last Probed
Apr 16, 2026