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

Census County Business Patterns

Establishment counts, employment, and payroll by geography and NAICS code from Census CBP

60/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance20/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
286.7ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 421 in 273ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 286ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Apr 5, 2026success273.4msPartial
Apr 5, 2026success263.6msPartial
Apr 5, 2026success279msPartial
Apr 4, 2026success275.5msPartial
Apr 4, 2026success286.7msPartial
Apr 4, 2026success263.2msPartial
Apr 4, 2026success262.6msPartial
Apr 4, 2026success268.3msPartial
Apr 4, 2026success274.2msPartial
Apr 4, 2026success261.9msPartial
Source Registries
mcp-registry
First Seen
Apr 4, 2026
Last Seen
Apr 4, 2026
Last Probed
Apr 5, 2026
Census County Business Patterns — Chiark Agent Quality Index