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

Vibe BI MCP

github.com/jonwlee-dev/vibe-bi↗|v1.0.0

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60/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance20/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
200.6ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 200ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 200ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success200.6msPass
Jun 30, 2026success167.5msPass
Jun 27, 2026success200msPass
Jun 25, 2026success189.8msPass
Jun 24, 2026success156msPass
Jun 17, 2026success161.5msPass
Jun 16, 2026success153.6msPass
Jun 16, 2026success170.6msPass
Jun 15, 2026success241.6msPass
Jun 12, 2026success227.8msPass
Source Registries
mcp-registry
First Seen
Mar 29, 2026
Last Seen
Jul 5, 2026
Last Probed
Jul 3, 2026