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

Artifacts

artifacts.mctx.ai↗|v2.2.0
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32/100
Operational Score
Score Breakdown
Availability10/30
Conformance10/30
Performance12/40
Key Metrics
Uptime 30d
94.1%
P95 Latency
1,229.2ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 905ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 1229ms, task completion: 0%
Improvement Tips
  • -Reduce response time (currently 1229ms, target <1000ms)
  • -Improve uptime (currently 94.1%, target 99%+)
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jun 30, 2026success905.6msPartial
Jun 27, 2026success1229.2msPartial
Jun 25, 2026success888.2msPartial
Jun 24, 2026success567msPartial
Jun 17, 2026success813.3msPartial
Jun 16, 2026success1013.1msPartial
Jun 16, 2026success897.7msPartial
Jun 15, 2026success611.9msPartial
Jun 12, 2026success989.7msPartial
Jun 11, 2026error10256msFail
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 2, 2026
Last Probed
Jun 30, 2026