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

Fingerprint

Device intelligence for AI agents: Fingerprint events, smart signals, and API key management.

55/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance15/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
57.5ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 99ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 57ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jun 16, 2026success99.6msPass
Jun 16, 2026success57.5msPass
Source Registries
mcp-registry
First Seen
Jun 16, 2026
Last Seen
Jun 16, 2026
Last Probed
Jun 16, 2026
Fingerprint — Chiark Agent Quality Index