Leaderboard/io.github.Ainode-tech/swiss-army
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.Ainode-tech/swiss-army

Ainode-tech.github.io↗|v0.1.0

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49/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance9/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
1,058.2ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 658ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 1058ms, task completion: 0%
Improvement Tips
  • -Reduce response time (currently 1058ms, target <1000ms)
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Apr 28, 2026success658.6msPartial
Apr 28, 2026success1058.2msPartial
Apr 27, 2026success325msPartial
Source Registries
mcp-registry
First Seen
Apr 26, 2026
Last Seen
Apr 27, 2026
Last Probed
Apr 28, 2026