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ai

Manage the Redpanda AI CLI plugin lifecycle and MCP integration for Claude workflows.

6|3|Updated May 31, 2026
Search Tags:#automation#integration#cli#ai#mcp#cloud#rpai
One-click install
npx skills add https://github.com/redpanda-data/skills --skill ai-redpanda-data
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ai
Source: https://github.com/redpanda-data/skills/tree/main/skills/ai
Command: npx skills add https://github.com/redpanda-data/skills --skill ai-redpanda-data

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Streamlines the lifecycle management of the Redpanda AI CLI plugin (install, upgrade, uninstall) and its MCP integration, enabling AI agents to orchestrate Redpanda Cloud operations through Claude-based workflows.

Core Features & Use Cases

  • Lifecycle management of the rpk ai plugin (install, upgrade, uninstall) with automatic credential injection.
  • MCP integration through rpk cloud mcp, including stdio-based servers and Claude Code/Desktop wiring.
  • Delegation of subcommands to the rpai binary with automatic cloud authentication (RPAI_TOKEN / RPAI_ENDPOINT).
  • Enables AI-driven control of Redpanda Cloud resources (control-plane, IAM, dataplane, and AI Gateway tools) via MCP tools.

Quick Start

Install the rpk ai plugin, wire the MCP server into Claude, and start the stdio MCP server to enable AI-driven Redpanda Cloud control.

Frequently Asked Questions about ai

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I integrate Redpanda Cloud with Claude Desktop using MCP?▼

You can integrate Redpanda Cloud with Claude Desktop by installing the rpk ai plugin and wiring the MCP server. This enables AI-driven control of Redpanda Cloud resources directly through Claude-based workflows.

What is the rpk ai plugin used for in Redpanda Cloud workflows?▼

The rpk ai plugin manages the lifecycle of Redpanda AI CLI integration and enables MCP server connectivity. It allows AI agents to orchestrate Redpanda Cloud operations through Claude Desktop or Claude Code.

How do I install and upgrade the Redpanda AI CLI plugin?▼

You can install and upgrade the Redpanda AI CLI plugin using built-in lifecycle management commands. The process includes automatic injection of RPAI_TOKEN and RPAI_ENDPOINT credentials to authenticate with Redpanda Cloud.

Can I use the rpk ai plugin to manage Redpanda Cloud resources via Claude Code?▼

Yes, the rpk ai plugin supports wiring Claude Code to Redpanda Cloud via MCP. It delegates subcommands to the rpai binary, enabling AI-driven control of control-plane, IAM, dataplane, and AI Gateway tools.

Does the Redpanda MCP integration support stdio-based servers?▼

Yes, the Redpanda MCP integration provides stdio-based server support through rpk cloud mcp. This allows you to start the MCP server and wire it into Claude clients for AI-driven Redpanda Cloud control.

Do I need to manually configure cloud credentials when using the rpai binary?▼

No, you do not need to manually configure cloud credentials. The system automatically injects RPAI_TOKEN and RPAI_ENDPOINT environment variables when delegating subcommands to the rpai binary.

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