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kafka-lifecycle-lab MCP server · F · ToolBench

kafka-lifecycle-lab

github.com/dockndevai/kafka-lifecycle-lab

A local Kafka-on-Kubernetes lab environment using kind, Strimzi operator, and optional observability stack (OTel Collector + LGTM). Not an MCP server.

2026-07-28+STDIO0 tools

23/100

Definition Quality0

Protocol Readiness0

Supportability38

Spec posture

Inferred effective spec 2026-07-28+·current baseline 2026-07-28

Static source inference · medium confidence

Current-spec patterns detected

Summary

Scoring was not performed

Score history

Overall score trend

First recorded score · v2 rubric

23/100

Scored	Grade	Overall	Spec posture	Rubric
2026-09-23	F	23	2026-07-28+	v2