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

Danube AI

AI & Agents

Unified platform for AI tool discovery, execution, and integration across APIs and MCP servers.

60/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance20/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
292.6ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 292ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 292ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success292.6msPass
Jun 30, 2026success281.9msPass
Jun 27, 2026success286.1msPass
Jun 25, 2026success339.9msPass
Jun 24, 2026success377.7msPass
Jun 17, 2026success255.4msPass
Jun 16, 2026success291.1msPass
Jun 16, 2026success235.1msPass
Jun 15, 2026success315.4msPass
Jun 12, 2026success247.8msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 5, 2026
Last Probed
Jul 3, 2026