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MCP server · Developer Tools

DevOps AI Toolkit

by · github.com/vfarcic/dot-ai

Intelligent dual-mode agent for deploying applications to ANY Kubernetes cluster through dynamic discovery and plain English governance

Unclaimed MIT devtools
InstallView source
77Good

Scored 3 days ago · breakdown

About DevOps AI Toolkit

DevOps AI Toolkit is an MCP server published by vfarcic in the Developer Tools category: intelligent dual-mode agent for deploying applications to ANY Kubernetes cluster through dynamic discovery and plain English governance.

The repository has 337 stars and 72 forks, with the last commit 5 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/vfarcic/dot-ai

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

Static checks derived from the repository 4 days ago. Heuristics on the source, not an audit.

  • ✓README presentThe repository ships documentation.
  • ✓License declaredUsable under a stated license.
  • ✓Tests presentA test suite exists in the repository.
  • ✓Dependencies pinnedA lockfile pins dependency versions.
  • !No dynamic code executionSource scan found eval or shell execution. Review how tool inputs reach it before granting credentials.
  • !Scoped permissionsDoesn't declare a permission scope. Assume it can do anything its process can.

Releases

v2.4.0Release v2.4.0 · 15 Sep 2026Coordinated Release Artifacts npm package: `@vfarcic/dot-ai@2.4.0` Docker image: `ghcr.io/vfarcic/dot-ai:2.4.0` (also available as `latest`) Docker image: `ghcr.io/vfarcic/dot-ai-agentic-tools:2.4.0` (plugin) Helm chart:…
v2.3.1Release v2.3.1 · 2 Sep 2026Coordinated Release Artifacts npm package: `@vfarcic/dot-ai@2.3.1` Docker image: `ghcr.io/vfarcic/dot-ai:2.3.1` (also available as `latest`) Docker image: `ghcr.io/vfarcic/dot-ai-agentic-tools:2.3.1` (plugin) Helm chart:…
v2.3.0Release v2.3.0 · 22 Aug 2026Coordinated Release Artifacts npm package: `@vfarcic/dot-ai@2.3.0` Docker image: `ghcr.io/vfarcic/dot-ai:2.3.0` (also available as `latest`) Docker image: `ghcr.io/vfarcic/dot-ai-agentic-tools:2.3.0` (plugin) Helm chart:…
v2.2.2Release v2.2.2 · 18 Aug 2026Coordinated Release Artifacts npm package: `@vfarcic/dot-ai@2.2.2` Docker image: `ghcr.io/vfarcic/dot-ai:2.2.2` (also available as `latest`) Docker image: `ghcr.io/vfarcic/dot-ai-agentic-tools:2.2.2` (plugin) Helm chart:…
v2.2.1Release v2.2.1 · 17 Aug 2026Coordinated Release Artifacts npm package: `@vfarcic/dot-ai@2.2.1` Docker image: `ghcr.io/vfarcic/dot-ai:2.2.1` (also available as `latest`) Docker image: `ghcr.io/vfarcic/dot-ai-agentic-tools:2.2.1` (plugin) Helm chart:…

README

DevOps AI Toolkit

npm version npm downloads GitHub release License Project Status OpenSSF Scorecard GitHub stars

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
  • Untrusted-content boundary separating cluster output from operator instruction in remediation and Day 2 operations

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

Contributing & Governance

We welcome contributions from the community! Please review:

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:

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

README fetched from the repository 4 days ago. The original is authoritative.

Questions

About DevOps AI Toolkit

How do I install DevOps AI Toolkit?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is DevOps AI Toolkit safe to use with an AI agent?

Its trust score is 77 out of 100 (good). It passes 4 of the 6 static security checks run so far; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is DevOps AI Toolkit still maintained?

Yes — the latest release is v2.4.0 (15 Sep 2026), and the last commit was 5 days ago. The repository has 337 stars and 42 open issues.