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

MCP Compliance Preflight

Scan an MCP server for EU AI Act Art. 50, tool quality, OAuth hygiene & security before shipping.

59/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance19/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
108.2ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 108ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 108ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
May 30, 2026success108.2msPass
May 29, 2026success31.9msPass
May 29, 2026success66.7msPass
Source Registries
mcp-registry
First Seen
May 28, 2026
Last Seen
May 29, 2026
Last Probed
May 30, 2026
MCP Compliance Preflight — Chiark Agent Quality Index