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agentic-engineering-for-apache-kafka

by lensesio·★ 24·Score 45

Agent skills for building, operating and troubleshooting Apache Kafka applications through MCP integration.

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Overview

This repository contains a collection of AI agent skills specifically designed for Apache Kafka operations. It enables AI agents to audit topic configurations, diagnose consumer lag, review schemas, check security settings, and optimize Kafka performance. These skills follow the Anthropic open standard and are compatible with various AI coding assistants like Claude Code and Cursor.

Try asking AI

After installing, here are 5 things you can ask your AI assistant:

you:Automating Kafka cluster audits and performance reviews
you:Troubleshooting consumer lag and connector issues
you:Reviewing schema changes and security configurations
you:What is the difference between this repository and the Lenses MCP server?
you:Are these skills only compatible with Claude AI?

When to choose this

Choose this if you're working with Apache Kafka and want AI agents to understand Kafka-specific best practices and perform targeted audits of your cluster configuration, consumer lag, schemas, security, and connectors.

When NOT to choose this

Don't choose this if you're not using Apache Kafka, as these skills are specifically tailored for Kafka environments and won't provide value for other messaging systems or databases.

Tools this server exposes

7 tools extracted from the README
  • kafka-topic-audit

    Audits topic configurations against best practices

  • kafka-consumer-lag

    Analyzes consumer group lag and diagnoses root causes

  • kafka-perf-review

    Reviews producer/consumer performance configurations

  • kafka-schema-review

    Reviews schema changes for compatibility and breaking changes

  • kafka-security-audit

    Audits authentication, encryption and security configurations

  • kafka-connector-review

    Reviews Kafka Connect configurations and error handling

  • kafka-dlq-review

    Reviews dead letter queue setup and completeness

Comparable tools

kafkatool-mcplenses-mcpconfluent-cloud-mcp

Installation

Claude Code

/plugin marketplace add lensesio/agentic-engineering-for-apache-kafka
/plugin install kafka-skills@lensesio

Cursor, Codex, OpenCode and others

npx skills add lensesio/agentic-engineering-for-apache-kafka

Configuration

Configure the Lenses MCP server (or any Kafka MCP server with equivalent tools) after installation. Skills auto-trigger from their description or can be invoked explicitly using namespaced slash commands like /kafka-skills:kafka-topic-audit.

FAQ

What is the difference between this repository and the Lenses MCP server?
This repository contains the agent skills that teach AI agents how to work with Kafka. The Lenses MCP server (lensesio/lenses-mcp) provides the actual tools for agents to access your Kafka cluster. This repository works best when used together with the Lenses MCP server.
Are these skills only compatible with Claude AI?
No, these skills follow the Anthropic open standard and are compatible with multiple AI coding assistants including Claude Code, Cursor, Codex, OpenCode, Continue and 50+ others.

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Last updated · Auto-generated from public README + GitHub signals.