Leaderboard/io.github.chaehomie/aether-studio
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.chaehomie/aether-studio

github.com/chaehomie/knoll↗|v1.0.0

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59/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance19/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
38.8ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 16ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 38ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
May 27, 2026success16.5msPartial
May 27, 2026success28.4msPartial
May 27, 2026success17.6msPartial
May 26, 2026success27.8msPartial
May 25, 2026success34.6msPartial
May 22, 2026success38.8msPartial
May 22, 2026success22.1msPartial
May 21, 2026success20.5msPartial
May 20, 2026success184msPartial
May 18, 2026success12.8msPartial
Source Registries
mcp-registry
First Seen
Apr 13, 2026
Last Seen
May 27, 2026
Last Probed
May 27, 2026