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Kafka: 13 options

13 options compared · 6 tutorial, 2 reference, 1 skill, 1 mcp server, 1 plugin, 1 agent, 1 runbook

Comparing 13 options

Kafka — Topics, partitions, consumer groups, offsets, retention and lag diagnosis. The registry currently holds 13 resources: 6 tutorials, 2 references, 1 skill, 1 mcp server, 1 plugin, 1 agent, 1 runbook.

Side by side

Every field below comes from the curated record — nothing is sponsored or ranked by payment:

ResourceTypeDifficultyVerificationScore
Kafka MCP ServerMCP serveradvancedcommunity37.6
Inspect Kafka topics and groups with the Kafka MCP serverTutorialbeginnercommunity34.15
Troubleshoot a lagging group with the Kafka TroubleshooterTutorialbeginnercommunity34.15
Debug a Kafka stream with the Kafka Console pluginTutorialintermediatecommunity34.15
Own the consumer side — offsets, rebalances, and the KIP-848 protocolTutorialintermediatecommunity34.15
Production gotchas — the configs and capacities that break streamsTutorialintermediatecommunity34.15
Triage Kafka consumer lag from per-partition offsetsTutorialintermediatecommunity34.15
Kafka Consumer Lag TriageSkilladvancedcommunity33.5
Kafka TroubleshooterAgentadvancedcommunity30.5
Kafka consumer laggingRunbookadvancedcommunity30.25
Kafka ConsolePluginadvancedcommunity28.6
Apache Kafka DocumentationReference—community27.7
Optimize consumer rebalancing on Amazon MSK with next generation protocolReference—community23.55

Trust breakdown

Verification mix: 13 community. No evidence gaps: every claim on file matches the record. Read how verification works — nothing here is independently audited yet, and the site says so everywhere it matters.

Security posture

Flagged entries: Kafka MCP Server (2), Kafka Consumer Lag Triage (3), Kafka Troubleshooter (2), Kafka consumer lagging (3), Kafka Console (3). Flags record declared capabilities (credentials, write access, network calls) — they are facts to review, not verdicts. Every entry also passes the 30-rule static trust scan; findings print on each detail page.

How to choose

How to choose: start with Inspect Kafka topics and groups with the Kafka MCP server, Troubleshoot a lagging group with the Kafka Troubleshooter for the gentlest on-ramp; defer Kafka MCP Server, Kafka Consumer Lag Triage until you have production context. Weight verification and evidence over score when two entries are close, and check the last-verified date on each page — the registry re-checks every 180 days.