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.

65/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance25/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
169.3ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 169ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 169ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
May 7, 2026success169.3msPartial
May 7, 2026success147.6msPartial
May 7, 2026success145.1msPartial
May 6, 2026success145.2msPartial
May 6, 2026success165.6msPartial
Source Registries
mcp-registry
First Seen
May 4, 2026
Last Seen
May 7, 2026
Last Probed
May 7, 2026