DevOps AI Toolkit

AI-powered platform engineering and DevOps automation through intelligent Kubernetes operations and conversational workflows.

AI Engine Docs | MCP Setup

Related MCP server: CLP MCP - DevOps Infrastructure Server

Overview

DevOps AI Toolkit brings AI-powered intelligence to platform engineering, Kubernetes operations, and development workflows. Access it through MCP for AI coding assistants or the CLI for direct agent integration.

Key capabilities:

• Natural language cluster querying and exploration

• Intelligent Kubernetes deployment recommendations

• AI-powered issue remediation and root cause analysis

• Organizational pattern and policy management

• Semantic search over organizational documentation

• Automated repository setup with governance files

• Shared prompt libraries for consistent workflows

Deployment

For the easiest setup, we recommend installing the complete dot-ai stack which includes all components pre-configured. See the Stack Installation Guide.

For individual component installation, see the Deployment Guide.

AI Engine Docs | MCP Setup

Support

• Support Guide - How to get help and where to ask questions

• GitHub Issues: Bug reports and feature requests

• GitHub Discussions: Community Q&A and discussions

Contributing & Governance

We welcome contributions from the community! Please review:

• Contributing Guidelines - How to contribute code, docs, and ideas

• Code of Conduct - Community standards and expectations

• Security Policy - How to report security vulnerabilities

• Governance - Project governance and decision-making

• Maintainers - Current project maintainers

• Roadmap - Project direction and priorities

License

MIT License - see LICENSE file for details.

Telemetry

This project collects anonymous usage analytics to improve the product. Learn more or opt out.

Acknowledgments

DevOps AI Toolkit is built on:

• Model Context Protocol for AI integration framework

• Vercel AI SDK for unified AI provider interface

• Kubernetes for the cloud native foundation

• CNCF for the cloud native ecosystem

DevOps AI Toolkit - Making cloud native operations accessible through AI-powered intelligence.