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

UniversalBench

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69/100
Operational Score
Score Breakdown
Availability30/30
Conformance20/30
Performance19/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
151.1ms
Conformance
Partial
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 107ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 151ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jun 9, 2026success107.5msPass
Jun 5, 2026success61.1msPass
Jun 5, 2026success54.1msPass
Jun 4, 2026success151.1msPass
Jun 3, 2026success46.6msPass
May 30, 2026success42.7msPass
May 29, 2026success55.4msPass
May 29, 2026success50.3msPass
May 27, 2026success47.4msPass
May 27, 2026success32.7msPass
Source Registries
mcp-registry
First Seen
May 13, 2026
Last Seen
Jun 8, 2026
Last Probed
Jun 9, 2026