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

CerebroChain

Supply chain intelligence APIs for AI agents. Real-time freight rates (85+ carriers), crypto/forex/commodity prices, port congestion (NOAA), shipping lanes, economic indicators (FRED), and Cerebrix AI inference. 100 free calls/day, no signup. x402 USDC micropayments, ERC-8004 trust tiers on Polygon.

57/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance17/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
302.5ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 246ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 302ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 14, 2026success246.9msPass
Apr 14, 2026success233.5msPass
Apr 14, 2026success270msPass
Apr 14, 2026success245msPass
Apr 14, 2026success241.9msPass
Apr 14, 2026success212.7msPass
Apr 14, 2026success214.1msPass
Apr 14, 2026success183.8msPass
Apr 14, 2026success218.3msPass
Apr 14, 2026success211msPass
Source Registries
smithery
First Seen
Apr 13, 2026
Last Seen
Apr 13, 2026
Last Probed
Apr 14, 2026
CerebroChain — Chiark Agent Quality Index