Dot AI

AI-powered development platform for Kubernetes deployments and intelligent automation

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

{
  "mcpServers": {
    "dot-ai": {
      "command": "npx",
      "args": [
        "-y",
        "dot-ai"
      ]
    }
  }
}

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Documentation Overview

DevOps AI Toolkit

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

AI Engine Docs | MCP Setup

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.

Read the full README →View source on GitHub →

Related MCP Servers

View all in Cloud Platforms View all alternatives

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about Dot AI

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "dot-ai": { "command": "npx", "args": ["-y", "dot-ai"] } }

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Technical Specs & Signals

CategoryCloud Platforms

27Quality signal: Emerging · 27/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership8/20

Documentation & tools11/30

Adoption & activity1/15

Community engagement0/10

A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

★ Featured

Moxie Docs MCP

MCP & Agent Skills for Automated Documentation, and codebase conventions + context

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More in ☁️ Cloud Platforms →Best MCP servers for Cloud Platforms →Alternatives to Dot AI →Install in Claude Desktop Install in Cursor Install in VS Code

Dot AI

AI-powered development platform for Kubernetes deployments and intelligent automation

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

{
  "mcpServers": {
    "dot-ai": {
      "command": "npx",
      "args": [
        "-y",
        "dot-ai"
      ]
    }
  }
}

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Documentation Overview

DevOps AI Toolkit

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

AI Engine Docs | MCP Setup

Overview

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.

Read the full README →View source on GitHub →

Related MCP Servers

View all in Cloud Platforms View all alternatives

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about Dot AI

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "dot-ai": { "command": "npx", "args": ["-y", "dot-ai"] } }

AllMCPs Directory Badge

Full Badge Customizer

Showcase your server listing on GitHub or your project documentation. Embed this dynamic SVG badge to highlight official listing status and live engagement.

Badge Style:

Live Dynamic SVG Preview

Markdown (GitHub README)

[![AllMCPs](https://allmcps.com/api/badge/dot-ai?style=directory)](https://allmcps.com/mcp/dot-ai)

HTML Embed

<a href="https://allmcps.com/mcp/dot-ai"><img src="https://allmcps.com/api/badge/dot-ai?style=directory" alt="Dot AI on AllMCPs" /></a>

Technical Specs & Signals

CategoryCloud Platforms

27Quality signal: Emerging · 27/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership8/20

Documentation & tools11/30

Adoption & activity1/15

Community engagement0/10

★ Featured

Moxie Docs MCP

MCP & Agent Skills for Automated Documentation, and codebase conventions + context

Explore Server →

Own this project?

Free dofollow backlink: add your website and place the AllMCPs badge on it — no claim needed. We detect it automatically and keep it verified as long as the badge stays live.

Claim & get free dofollow

Share & Embed

Add our SVG badge (dark/light directory styles) or embeddable widget to your site.

Explore more

More in ☁️ Cloud Platforms →Best MCP servers for Cloud Platforms →Alternatives to Dot AI →Install in Claude Desktop Install in Cursor Install in VS Code