DevOps Practices - MCP Server

mcp-name: io.github.ai-4-devops/devops-practices

Purpose: Productivity framework for DevOps engineers using AI assistance (Claude Code) while working on PoCs.

Type: Model Context Protocol (MCP) Server for Claude Code

Version: 1.4.0

Status: 🎉 Officially Published in the MCP Registry (Published: February 18, 2026)

Published Versions:

• 📦 PyPI: v1.4.0 → Git tag v1.4.0 (34ca572)
• 🌐 MCP Registry: v1.4.0 → Git tag v1.4.0 (34ca572)
• 🚀 Latest Development: main branch (may include unreleased features)

Who is this for? DevOps engineers using Claude Code (VS Code plugin) for PoC development. What it does: Provides structure (TRACKER, ISSUES, docs, SoPs) so you can focus on building without worrying about documentation overhead. What it's NOT: Not a DevOps tutorial - it's a productivity framework for AI-assisted development.

Why This MCP Server?

Solves the CLAUDE.md Bloat Problem

Tired of maintaining massive CLAUDE.md files (1000+ lines) across multiple projects? This MCP centralizes reusable DevOps instructions for engineers working on multiple PoCs, eliminating repeated instructions across projects and folders.

The Problem:

• ❌ Large CLAUDE.md files eat up context window
• ❌ Same practices duplicated across every project
• ❌ Reinventing TRACKER.md, ISSUES.md, docs, SoPs for every PoC
• ❌ Inconsistent standards across projects
• ❌ Context wasted on instructions instead of actual work

The Solution:

• ✅ Pre-built structure - Templates for TRACKER, ISSUES, docs, SoPs
• ✅ Focus on work - Not on "how should I document this?"
• ✅ Consistency - Same standards across all your PoCs
• ✅ Team alignment - Same patterns enable seamless collaboration and easy handovers across sessions, systems, and team members
• ✅ Faster startup - Copy template, start working
• ✅ Context saved - No bloated CLAUDE.md files

What you get (structure, not knowledge):

• 📋 TRACKER.md template - Start tracking immediately, don't design tracking
• 🐛 ISSUES.md system - Start logging issues, don't setup Jira
• 📚 Documentation standards - Start writing docs, don't debate structure
• 📖 Runbook templates - Start documenting ops, don't create SoP formats
• 🔄 Session continuity - Start handoffs, don't design handoff protocols

When searching "devops" in the MCP Registry (as of February 2026), this is the only result. While other MCPs focus on:

• 🔧 Development tools (code generation, testing, debugging)
• 📊 Data analysis (databases, APIs, analytics)
• 🎨 Content creation (writing, design, media)

This MCP provides:

• 🏗️ Configuration structure - How to organize configs per environment, generate new env configs from completed ones, create and validate SoPs
• 📚 Documentation patterns - TRACKER, ISSUES, docs, runbook templates ready to copy
• 🔄 Operations templates - Session handoff, runbook formats, documentation standards
• 🎯 Structured guidance - GG-SS organized practices for quick discovery

What makes it different:

• Prescriptive, not generative - Provides proven practices, not generated code
• Infrastructure-first - Built for ops teams, not developers
• Reusable patterns - Templates and standards across all your projects
• AI-native design - Organized for Claude to query and apply contextually
• R&D optimized - Accelerates proof-of-concept development and experimentation

Perfect for: DevOps engineers using Claude Code (VS Code plugin) to build PoCs and conduct R&D with AI assistance.

How It Works

No server management required:

• ✅ Auto-start: Spawns when Claude Code/Desktop starts
• ✅ Background: Runs silently while you work
• ✅ On-demand: Claude queries practices as needed
• ✅ Auto-stop: Shuts down when Claude closes
• ✅ Fallback: Access practices via GitHub/local if MCP unavailable (see Troubleshooting)

Configuration Options:

You can configure the MCP server globally (all projects) or per-project:

Option 1: Global Configuration (~/.claude.json)

{
  "mcpServers": {
    "devops-practices": {
      "command": "python3",
      "args": ["-u", "~/.mcp-servers/devops-practices/mcp-server.py"],
      "env": {"PYTHONUNBUFFERED": "1"}
    }
  }
}

Option 2: Project-Level Configuration (.mcp.json in project root)

{
  "mcpServers": {
    "devops-practices": {
      "command": "python3",
      "args": ["-u", "~/.mcp-servers/devops-practices/mcp-server.py"],
      "env": {"PYTHONUNBUFFERED": "1"}
    }
  }
}

Setup Steps:

1. Install the MCP server (see Installation section below)
2. Add configuration to ~/.claude.json (global) or .mcp.json (per-project)
3. Restart Claude Code/Desktop
4. MCP server runs automatically - no manual startup needed

Note: The -u flag and PYTHONUNBUFFERED ensure real-time logging for debugging.

What This Provides

This MCP server provides shared DevOps practices that are common across infrastructure projects:

Available Practices (11)

Organized using GG-SS prefix pattern (Group-Sequence) for better discoverability:

Naming Pattern: GG-SS-practice-name

• GG = Group ID (01-04) - Functional category
• SS = Sequence ID (01-03) - Order within group
• Example: 03-02-air-gapped-workflow = Group 03, Sequence 02

Group Legend:

• 01 = Workflow & Processes (how to work effectively)
• 02 = Version Control & Project Management (git, issues)
• 03 = Infrastructure & Configuration (K8s, deployments, config)
• 04 = Documentation Standards (docs, READMEs, runbooks)

Group 01: Workflow & Processes

1. 01-01-session-continuity - State tracking, handoff protocols, CURRENT-STATE.md
2. 01-02-task-tracking - TRACKER.md, CURRENT-STATE.md, PENDING-CHANGES.md
3. 01-03-efficiency-guidelines - When to script vs copy-paste, batching commands

Group 02: Version Control & Project Management

4. 02-01-git-practices - Using git mv, commit conventions, backup protocols, GitLab Flow
5. 02-02-issue-tracking 🆕 - In-repository Jira-like issue tracking system (Advanced)

Group 03: Infrastructure & Configuration

6. 03-01-configuration-management ⭐ - Config organization, placeholders, environment isolation
7. 03-02-air-gapped-workflow - Working across laptop, CloudShell, bastion, and EKS
8. 03-03-standard-workflow - Common operational patterns and workflows

Group 04: Documentation Standards

9. 04-01-documentation-standards - HOW/WHAT/WHY structure, naming conventions
10. 04-02-readme-maintenance ⭐ - Directory documentation standards and best practices
11. 04-03-runbook-documentation ⭐ - Mandatory session log standards and requirements

Available Templates (7)

1. TRACKER.md - Task tracking template (milestones)
2. CURRENT-STATE.md - Session handoff template
3. CLAUDE.md - Simplified project instructions template
4. RUNBOOK.md ⭐ - Session log template with all required sections
5. ISSUE.md 🆕 - Individual issue template (Advanced)
6. ISSUES.md 🆕 - Issue index template with stats dashboard (Advanced)
7. issues/README.md 🆕 - How to use the issue system (Advanced)

Architecture

devops-practices-mcp/
├── README.md                    # This file
├── mcp-server.py                # MCP server implementation
├── requirements.txt             # Python dependencies
├── .github/workflows/ci.yml     # GitHub Actions pipeline
├── health-check.sh              # Health validation script
├── practices/                   # Shared practice documents (11 files, GG-SS organized)
│   ├── 01-01-session-continuity.md
│   ├── 01-02-task-tracking.md
│   ├── 01-03-efficiency-guidelines.md
│   ├── 02-01-git-practices.md
│   ├── 02-02-issue-tracking.md  # 🆕 Advanced: In-repo issue tracking
│   ├── 03-01-configuration-management.md
│   ├── 03-02-air-gapped-workflow.md
│   ├── 03-03-standard-workflow.md
│   ├── 04-01-documentation-standards.md
│   ├── 04-02-readme-maintenance.md
│   └── 04-03-runbook-documentation.md
├── templates/                   # File templates (7 files)
│   ├── TRACKER-template.md
│   ├── CURRENT-STATE-template.md
│   ├── CLAUDE-template.md
│   ├── RUNBOOK-template.md
│   ├── ISSUE-TEMPLATE.md        # 🆕 Individual issue template
│   ├── ISSUES.md                # 🆕 Issue index with dashboard
│   └── issues-README.md         # 🆕 Issue system guide
├── tools/                       # Automation tools 🆕
│   └── issue-manager.sh         # CLI for managing issues
└── config/                      # MCP configuration
    └── mcp-config.json          # Server configuration

MCP Tools

The MCP server provides 5 tools for Claude to query practices and templates: