"Server Fault" matching MCP servers:

Enables tracing of synthetic events through a toy Redis Streams + Postgres ingestion pipeline, answering questions about which events were dropped, duplicated, delayed, or are in flight, plus overall pipeline health. It also supports first-class fault injection and reconciles observed pipeline state against independently recorded producer ground truth to expose real loss or silent failures.

Lets AI agents assemble, configure, and execute fault prediction pipelines as component graphs, sharing the same runtime and XML persistence as the visual designer.