Leaderboard/com.cambercloud.camber-mcp/camber-mcp-server
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

com.cambercloud.camber-mcp/camber-mcp-server

camber-mcp.cambercloud.com↗|v1.0.0

Agentic AI for data science with @mention agents and connectors to Snowflake, BigQuery, and S3.

54/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
340.1ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 139ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 340ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
May 30, 2026success139msPartial
May 29, 2026success225.5msPartial
May 29, 2026success340.1msPartial
Source Registries
mcp-registry
First Seen
May 28, 2026
Last Seen
May 29, 2026
Last Probed
May 30, 2026
com.cambercloud.camber-mcp/camber-mcp-server — Chiark Agent Quality Index