Kafka Agent Skills
AI agent skills for building, operating and troubleshooting Apache Kafka applications. Topic audit, consumer lag, schema review, security, connectors and DLQ
What is Kafka Agent Skills?
Kafka Agent Skills is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to ai agent skills for building, operating and troubleshooting apache kafka applications. topic audit, consumer lag, schema review, security, connectors and dlq
AI agent skills for building, operating and troubleshooting Apache Kafka applications. Topic audit, consumer lag, schema review, security, connectors and DLQ
This server falls under the Cloud Services category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- AI agent skills for building, operating and troubleshooting
Use Cases
Maintainer
Works with
Installation
Manual Installation
npx agentic-engineering-for-apache-kafkaConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
How to Set Up and Use Kafka Agent Skills
Agentic Engineering for Apache Kafka provides eight specialized AI agent skills for building, operating, and troubleshooting Apache Kafka applications using Claude Code, Cursor, and other AI-powered development tools. Each skill targets a specific operational domain — topic configuration auditing, consumer lag diagnosis, schema compatibility review, security auditing, dead-letter queue analysis, Kafka Connect validation, producer/consumer performance tuning, and Python client scaffolding. It works alongside the Lenses MCP Server, which provides the actual Kafka cluster connectivity, making it ideal for data engineers and DevOps teams who want AI-assisted Kafka operations.
Prerequisites
- Claude Code, Cursor, or another MCP-compatible AI coding tool installed
- The Lenses MCP Server configured and connected to your Apache Kafka cluster
- An active Apache Kafka cluster (the free Lenses Community Edition includes a preconfigured single-broker cluster for testing)
- Node.js and npx available in your PATH for skill installation
- Basic familiarity with Kafka concepts (topics, consumers, schemas, connectors)
Install the Lenses MCP Server
The Kafka agent skills require the Lenses MCP Server as the underlying Kafka connectivity layer. Follow the Lenses MCP setup guide at https://github.com/lensesio/lenses-mcp to connect it to your cluster before installing the skills.
Install the Kafka agent skills for Claude Code
Add the agentic-engineering-for-apache-kafka skills to your Claude Code installation using the plugin marketplace command.
/plugin marketplace add lensesio/agentic-engineering-for-apache-kafka
/plugin install kafka-skills@lensesioInstall for Cursor and other tools
For Cursor IDE or other tools that support the npx-based skills format, install using npx skills.
npx skills add lensesio/agentic-engineering-for-apache-kafkaVerify skill activation
Confirm the skills are loaded correctly by prompting your AI tool to run a topic audit. The agent should detect and execute the appropriate skill automatically.
Run your first Kafka audit
Trigger a topic audit on your staging or development Kafka cluster to validate end-to-end connectivity and skill functionality.
Kafka Agent Skills Examples
Client configuration
The skills are added to Claude Code via the plugin system and activate automatically. Ensure the Lenses MCP Server is also configured in your claude_desktop_config.json or equivalent MCP config file. No separate JSON block is needed for the skills themselves — they extend the Lenses MCP context.
{
"mcpServers": {
"lenses-mcp": {
"command": "npx",
"args": ["-y", "@lensesio/lenses-mcp"],
"env": {
"LENSES_URL": "http://localhost:9991",
"LENSES_TOKEN": "your-lenses-token"
}
}
}
}Prompts to try
Use these prompts with Claude Code or Cursor to trigger the Kafka agent skills against your connected cluster.
- "Run a topic audit on my staging Kafka cluster and flag any misconfigured retention settings"
- "Diagnose consumer lag on the orders-consumer-group and suggest remediation steps"
- "Review the schema for the payments topic and check for compatibility issues"
- "Audit the security configuration of my Kafka cluster for missing ACLs or plaintext listeners"
- "Review the dead-letter queue for the fulfillment connector and summarize failed message patterns"
- "Scaffold a production-ready Python Kafka consumer for the inventory-updates topic with Schema Registry integration"Troubleshooting Kafka Agent Skills
Skills do not activate when prompting the agent about Kafka
Verify the skills were installed successfully by running /plugin list in Claude Code. Also confirm the Lenses MCP Server is connected and reachable — the skills depend on Lenses MCP for cluster data. Try explicitly invoking a skill with /kafka-skills:kafka-topic-audit.
Lenses MCP Server cannot connect to the Kafka cluster
Check that the LENSES_URL and LENSES_TOKEN environment variables in your MCP config point to a running Lenses instance. For testing, download the free Lenses Community Edition which includes a preconfigured single-broker Kafka cluster.
npx skills command is not found
Install the skills CLI globally first: npm install -g @lensesio/skills. Alternatively, use the Claude Code plugin marketplace command which does not require the separate npx skills binary.
Frequently Asked Questions about Kafka Agent Skills
What is Kafka Agent Skills?
Kafka Agent Skills is a Model Context Protocol (MCP) server that ai agent skills for building, operating and troubleshooting apache kafka applications. topic audit, consumer lag, schema review, security, connectors and dlq It connects AI assistants to external tools and data sources through a standardized interface.
How do I install Kafka Agent Skills?
Follow the installation instructions on the Kafka Agent Skills GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.
Which AI clients work with Kafka Agent Skills?
Kafka Agent Skills works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is Kafka Agent Skills free to use?
Yes, Kafka Agent Skills is open source and available under the MIT license. You can use it freely in both personal and commercial projects.
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