Leaderboard/vsftest
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
55/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance15/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
195.3ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 195ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 195ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
May 18, 2026success195.3msPass
May 3, 2026success504.6msPass
Apr 28, 2026success209.8msPass
Apr 28, 2026success145msPass
Apr 28, 2026success160.1msPass
Apr 27, 2026success232.5msPass
Apr 23, 2026success217.8msPass
Apr 23, 2026success187.2msPass
Apr 16, 2026success226.8msPass
Apr 16, 2026success253.6msPass
Source Registries
smithery
First Seen
Mar 26, 2026
Last Seen
May 18, 2026
Last Probed
May 18, 2026