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.

39/100
Operational Score
Score Breakdown
Availability20/30
Conformance10/30
Performance9/40
Key Metrics
Uptime 30d
98.4%
P95 Latency
1,256.5ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 513ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 1256ms, task completion: 0%
Improvement Tips
  • -Reduce response time (currently 1256ms, target <1000ms)
  • -Improve uptime (currently 98.4%, target 99%+)
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Apr 3, 2026success513.2msPartial
Apr 3, 2026success910.1msPartial
Apr 3, 2026success1318.8msPartial
Apr 3, 2026success1263.7msPartial
Apr 3, 2026success1201.3msPartial
Apr 3, 2026success1185.7msPartial
Apr 3, 2026success954msPartial
Apr 3, 2026success921.6msPartial
Apr 3, 2026success1215.7msPartial
Apr 3, 2026success1256.5msPartial
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 3, 2026