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

FreightUtils MCP Server

11 freight tools for AI agents: ADR, HS codes, airlines, LDM, CBM, pallets, containers

49/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance9/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
1,810.6ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 246ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 1810ms, task completion: 0%
Improvement Tips
  • -Reduce response time (currently 1810ms, target <1000ms)
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Apr 4, 2026success246.6msPartial
Apr 4, 2026success596.3msPartial
Apr 4, 2026success1349.4msPartial
Apr 4, 2026success1884.6msPartial
Apr 4, 2026success1332.5msPartial
Apr 4, 2026success1485msPartial
Apr 4, 2026success1262.1msPartial
Apr 4, 2026success1810.6msPartial
Apr 4, 2026success1672.8msPartial
Apr 4, 2026success1786msPartial
Source Registries
mcp-registry
First Seen
Apr 3, 2026
Last Seen
Apr 4, 2026
Last Probed
Apr 4, 2026
FreightUtils MCP Server — Chiark Agent Quality Index