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

顏回 YanHui Debug AI

github.com/sstklen/yanhui-ci↗|v2.2.0
Translation & Language

Debug AI with shared KB. One bug fixed = everyone benefits. KB hit 4ms free, new analysis $0.05.

60/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance20/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
661.4ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 661ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 661ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success661.4msPartial
Jun 30, 2026success580.5msPartial
Jun 27, 2026success611.6msPartial
Jun 25, 2026success643.4msPartial
Jun 24, 2026success630.4msPartial
Jun 17, 2026success622.4msPartial
Jun 16, 2026success717.6msPartial
Jun 16, 2026success683msPartial
Jun 15, 2026success600.1msPartial
Jun 12, 2026success841.6msPartial
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 5, 2026
Last Probed
Jul 3, 2026