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

Quantum Suitability Validator

AI triage for quantum computing POC proposals. Screens before budget is allocated.

54/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
337.7ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 337ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 337ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jun 17, 2026success337.7msPartial
Jun 16, 2026success298.8msPartial
Jun 16, 2026success113.1msPartial
Jun 15, 2026success110.2msPartial
Jun 12, 2026success91.9msPartial
Jun 11, 2026success90.6msPartial
Jun 11, 2026success91.6msPartial
Jun 10, 2026success150.4msPartial
Jun 9, 2026success144.7msPartial
Jun 5, 2026success152.4msPartial
Source Registries
mcp-registry
First Seen
May 4, 2026
Last Seen
Jun 22, 2026
Last Probed
Jun 17, 2026