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.

62/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance22/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
92.6ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 77ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 92ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jul 12, 2026success77.4msPass
Jul 8, 2026success92.6msPass
Jul 8, 2026success56.4msPass
Jul 3, 2026success66msPass
Jun 30, 2026success143.3msPass
Jun 27, 2026success158msPass
Jun 25, 2026success98.2msPass
Jun 24, 2026success54msPass
Jun 17, 2026success139.4msPass
Jun 16, 2026success88.5msPass
Source Registries
mcp-registry
First Seen
May 28, 2026
Last Seen
Jul 13, 2026
Last Probed
Jul 12, 2026