Leaderboard/io.github.chenyujing1234-netizen/trueai
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.chenyujing1234-netizen/trueai

www.shiflowai.cloud↗|v1.0.1

Recommend and inspect AI SaaS apps from the TrueAI catalog (1,600+ apps) by need, name or URL.

52/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance12/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
1,668.5ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 1071ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 1668ms, task completion: 0%
Improvement Tips
  • -Reduce response time (currently 1668ms, target <1000ms)
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jun 9, 2026success1071.4msPartial
Jun 5, 2026success1245.4msPartial
Jun 5, 2026success1352.9msPartial
Jun 4, 2026success1668.5msPartial
Jun 3, 2026success1099.8msPartial
May 30, 2026success1065.3msPartial
May 29, 2026success2628.6msPartial
May 29, 2026success1227.8msPartial
May 27, 2026success1622.4msPartial
May 27, 2026success1207.2msPartial
Source Registries
mcp-registry
First Seen
May 26, 2026
Last Seen
Jun 8, 2026
Last Probed
Jun 9, 2026