Claude Directory

Claude Code setups for deployment and CI/CD

Ship safely. Docker, Kubernetes, release automation, and pipeline integrations — skills, agents, plugins, and MCP servers that make Claude Code part of your deployment loop. Run Claude in CI for review, in routines for scheduled tasks, and in managed agents for hands-off jobs.

190 items across skills, agents, plugins, MCP servers, prompts, hooks, and guides.

Example prompts

Concrete things you can type into Claude Code for deployment & ci/cd. Each example uses a real skill, agent, slash command, hook, or MCP server listed below.

Containerize an existing service

Use the docker-compose skill to add a Dockerfile and compose.yaml for this Node app, with multi-stage build.

Add Claude review to your CI pipeline

Add a GitHub Action that runs lint, test, and `claude code review` on every PR, posting inline comments.

Plan a zero-downtime database migration

Use the deployment-engineer agent to plan the rollout of migrations/0042_add_users_email.sql on a 50M-row table.

Schedule a nightly dependency-update routine

Use /schedule to run `npm outdated` and open a PR with safe minor bumps every weekday at 03:00 UTC.

Skills (66)

Browse all skills

Database Migration Planner

Plan and generate safe database migrations with rollback strategies and zero-downtime deployment considerations

databasemigrationssqlschema+1

Changelog Generator

Generate structured changelogs from git history following Keep a Changelog format

changeloggitreleasedocumentation

Docker Compose Generator

Generate and optimize Docker Compose configurations for multi-service applications with networking, volumes, and health checks

dockercontainerscomposedevops+1

Senior Computer Vision

Computer vision engineering skill for object detection, image segmentation, and visual AI systems. Covers CNN and Vision Transformer architectures, YOLO/Faster R-CNN/DETR detection, Mask R-CNN/SAM segmentation, and production deployment with ONNX/TensorRT. Includes PyTorch, torc…

Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup, infrastructure as code, deployment automation, and monitoring. Use when setting up pipelines, deploying applications, managing infra…

awsgcpazuredeployment+3

Senior Ml Engineer

ML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs. Covers model deployment, feature stores, drift monitoring, RAG systems, and cost optimization. Use when the user asks about deploying ML models to production, setting up MLOps infras…

kubernetesdockerperformancedeployment+5

Chaos Engineering

Use when planning, running, or learning from chaos engineering experiments. Triggers on "chaos experiment", "fault injection", "gameday", "resilience test", "blast radius", "steady state", "abort criteria", "Chaos Toolkit", "Chaos Mesh", "Litmus", "Gremlin", "AWS FIS", or any de…

pythonawskubernetesai

Docker Development

Docker and container development agent skill and plugin for Dockerfile optimization, docker-compose orchestration, multi-stage builds, and container security hardening. Use when: user wants to optimize a Dockerfile, create or improve docker-compose configurations, implement mult…

dockersecurityperformanceai+1

Kubernetes Operator

Use when building a Kubernetes Operator — custom controllers that reconcile CRD state. Triggers on "build an operator", "CRD design", "reconcile loop", "controller-runtime", "kubebuilder", "operator-sdk", "metacontroller", "KOPF", "operator capability levels", or "custom resourc…

pythonkubernetes

Release Manager

Use when the user asks to plan releases, manage changelogs, coordinate deployments, create release branches, or automate versioning.

Pre-production audit that scans a codebase for security, database, deployment, code quality, AI/LLM, dependency, frontend, and observability issues. Intercepts deploy commands and blocks until critical items pass. Stack-agnostic. Use for "run ship gate", "am I ready to ship", "p…

gosecuritydeploymentai+1

Use when defining, reviewing, or operating SLOs/SLIs/error budgets. Triggers on "define an SLO", "what should our SLO be", "error budget", "burn rate", "SLI", "service level objective", "Google SRE workbook", "multi-window burn-rate alert", or any reliability-target question. Sh…

Terraform Patterns

Terraform infrastructure-as-code agent skill and plugin for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. Covers module design patterns, state management strategies, provider configuration, security hardening, policy-as-code with Sentinel/OPA, and CI/CD plan/apply workflows.…

securitydeploymentagent

App Store Deployment

Publishes mobile applications to iOS App Store and Google Play with code signing, versioning, and CI/CD automation. Use when preparing app releases, configuring signing certificates, or setting up automated deployment pipelines.

godeploymentautomation

Better Chatbot Patterns

Reusable better-chatbot patterns for custom deployments. Use for server action validators, tool abstraction, multi-AI providers, or encountering auth validation, FormData parsing, workflow execution errors.

Bun Cloudflare Workers

This skill should be used when the user asks about "Cloudflare Workers with Bun", "deploying Bun to Workers", "wrangler with Bun", "edge deployment", "Bun to Cloudflare", or building and deploying applications to Cloudflare Workers using Bun.

cloudflaredeployment

Use for Docker with Bun, Dockerfiles, oven/bun image, containerization, and deployments.

dockerdeploymentai

Cloudflare Workers Ci Cd

Complete CI/CD guide for Cloudflare Workers using GitHub Actions and GitLab CI. Use for automated testing, deployment pipelines, preview environments, secrets management, or encountering deployment failures, workflow errors, environment configuration issues.

cloudflaregithubgitlabtesting+2

Cloudflare Workers Frameworks

Framework integration for Cloudflare Workers. Use when building with Hono, Remix, Next.js, Astro, SvelteKit, Qwik, or Nuxt on Workers. Covers routing, SSR, static assets, and edge deployment.

cloudflaredeployment

FastMCP Python framework for MCP servers with tools, resources, storage backends (memory/disk/Redis/DynamoDB). Use for Claude tool exposure, OAuth Proxy, cloud deployment, or encountering storage, lifespan, middleware, circular import, async errors.

pythonredisdeploymentrag

Health Check Endpoints

Health check endpoints for liveness, readiness, dependency monitoring. Use for Kubernetes, load balancers, auto-scaling, or encountering probe failures, startup delays, dependency checks, timeout configuration errors.

kubernetesmonitoringai

Hugo static site generator with Tailwind v4, headless CMS (Sveltia/Tina), Cloudflare deployment. Use for blogs, docs sites, or encountering theme installation, frontmatter, baseURL errors.

gocloudflaredeploymentai

Image Optimization

Optimizes images for web performance using modern formats, responsive techniques, and lazy loading strategies. Use when improving page load times, implementing responsive images, or preparing assets for production deployment.

performancedeployment

Model Deployment

Deploy ML models with FastAPI, Docker, Kubernetes. Use for serving predictions, containerization, monitoring, drift detection, or encountering latency issues, health check failures, version conflicts.

kubernetesdockerdeploymentmonitoring+2

Nuxt Content v3 Git-based CMS for Markdown/MDC content sites. Use for blogs, docs, content-driven apps with type-safe queries, schema validation (Zod/Valibot), full-text search, navigation utilities. Supports Nuxt Studio production editing, Cloudflare D1/Pages deployment, Vercel…

vercelcloudflaredeploymentrag

Nuxt Production

| Nuxt 4 production optimization: hydration, performance, testing with Vitest, deployment to Cloudflare/Vercel/Netlify, and v4 migration. Use when: debugging hydration mismatches, optimizing performance and Core Web Vitals, writing tests with Vitest, deploying to Cloudflare Page…

vercelcloudflaretestingperformance+1

Thesys Generative Ui

> Generate, modify, and style React components from natural language using the Thesys SDK. Guides schema-driven UI generation, theme customisation, tool calling integration, and deployment to Vite, Next.js, or Cloudflare Workers. Use when the user says "generate UI", "create a c…

reactcloudflaredeployment

MCP servers with TypeScript on Cloudflare Workers using @modelcontextprotocol/sdk. Use for API integrations, stateless tools, edge deployments, or encountering export syntax, schema validation, memory leak, CORS, auth errors.

typescriptcloudflaredeploymentapi

Vulnerability Scanning

Automated security scanning for dependencies, code, containers with Trivy, Snyk, npm audit. Use for CI/CD security gates, pre-deployment audits, compliance requirements, or encountering CVE detection, outdated packages, license compliance, SBOM generation errors.

securitydeploymentai

Use when creating new skills, editing existing skills, or verifying skills work before deployment

Docker Compose Creator

Create docker compose creator operations. Auto-activating skill for DevOps Basics. Triggers on: docker compose creator, docker compose creator Part of the DevOps Basics skill category. Use when working with docker compose creator functionality. Trigger with phrases like "docker …

Docker Container Basics

Manage docker container basics operations. Auto-activating skill for DevOps Basics. Triggers on: docker container basics, docker container basics Part of the DevOps Basics skill category. Use when working with docker container basics functionality. Trigger with phrases like "doc…

Dockerfile Generator

Generate dockerfile generator operations. Auto-activating skill for DevOps Basics. Triggers on: dockerfile generator, dockerfile generator Part of the DevOps Basics skill category. Use when working with dockerfile generator functionality. Trigger with phrases like "dockerfile ge…

Kubernetes Configmap Handler

Configure kubernetes configmap handler operations. Auto-activating skill for DevOps Advanced. Triggers on: kubernetes configmap handler, kubernetes configmap handler Part of the DevOps Advanced skill category. Use when configuring systems or services. Trigger with phrases like "…

Kubernetes Deployment Creator

Create kubernetes deployment creator operations. Auto-activating skill for DevOps Advanced. Triggers on: kubernetes deployment creator, kubernetes deployment creator Part of the DevOps Advanced skill category. Use when deploying applications or services. Trigger with phrases lik…

gokubernetesdeployment

Kubernetes Ingress Config

Configure kubernetes ingress config operations. Auto-activating skill for DevOps Advanced. Triggers on: kubernetes ingress config, kubernetes ingress config Part of the DevOps Advanced skill category. Use when configuring systems or services. Trigger with phrases like "kubernete…

Kubernetes Secrets Manager

Manage kubernetes secrets manager operations. Auto-activating skill for DevOps Advanced. Triggers on: kubernetes secrets manager, kubernetes secrets manager Part of the DevOps Advanced skill category. Use when working with kubernetes secrets manager functionality. Trigger with p…

Kubernetes Service Manager

Manage kubernetes service manager operations. Auto-activating skill for DevOps Advanced. Triggers on: kubernetes service manager, kubernetes service manager Part of the DevOps Advanced skill category. Use when working with kubernetes service manager functionality. Trigger with p…

Kubernetes Rbac Analyzer

Analyze kubernetes rbac analyzer operations. Auto-activating skill for Security Advanced. Triggers on: kubernetes rbac analyzer, kubernetes rbac analyzer Part of the Security Advanced skill category. Use when analyzing or auditing kubernetes rbac analyzer. Trigger with phrases l…

gokubernetessecurity

A B Test Config Creator

Create a b test config creator operations. Auto-activating skill for ML Deployment. Triggers on: a b test config creator, a b test config creator Part of the ML Deployment skill category. Use when writing or running tests. Trigger with phrases like "a b test config creator", "a …

Azure Ml Deployer

Deploy azure ml deployer operations. Auto-activating skill for ML Deployment. Triggers on: azure ml deployer, azure ml deployer Part of the ML Deployment skill category. Use when deploying applications or services. Trigger with phrases like "azure ml deployer", "azure deployer",…

goazuredeployment

Batch Inference Pipeline

Execute batch inference pipeline operations. Auto-activating skill for ML Deployment. Triggers on: batch inference pipeline, batch inference pipeline Part of the ML Deployment skill category. Use when working with batch inference pipeline functionality. Trigger with phrases like…

Canary Deployment Setup

Configure canary deployment setup operations. Auto-activating skill for ML Deployment. Triggers on: canary deployment setup, canary deployment setup Part of the ML Deployment skill category. Use when deploying applications or services. Trigger with phrases like "canary deploymen…

Fastapi Ml Endpoint

Configure fastapi ml endpoint operations. Auto-activating skill for ML Deployment. Triggers on: fastapi ml endpoint, fastapi ml endpoint Part of the ML Deployment skill category. Use when working with APIs or building integrations. Trigger with phrases like "fastapi ml endpoint"…

godeploymentapi

Feature Store Connector

Execute feature store connector operations. Auto-activating skill for ML Deployment. Triggers on: feature store connector, feature store connector Part of the ML Deployment skill category. Use when working with feature store connector functionality. Trigger with phrases like "fe…

Flask Ml Api Creator

Create flask ml api creator operations. Auto-activating skill for ML Deployment. Triggers on: flask ml api creator, flask ml api creator Part of the ML Deployment skill category. Use when working with APIs or building integrations. Trigger with phrases like "flask ml api creator…

goflaskdeploymentapi

Gpu Resource Optimizer

Optimize gpu resource optimizer operations. Auto-activating skill for ML Deployment. Triggers on: gpu resource optimizer, gpu resource optimizer Part of the ML Deployment skill category. Use when working with gpu resource optimizer functionality. Trigger with phrases like "gpu r…

Inference Latency Profiler

Profile inference latency profiler operations. Auto-activating skill for ML Deployment. Triggers on: inference latency profiler, inference latency profiler Part of the ML Deployment skill category. Use when working with inference latency profiler functionality. Trigger with phra…

Model Drift Detector

Detect model drift detector operations. Auto-activating skill for ML Deployment. Triggers on: model drift detector, model drift detector Part of the ML Deployment skill category. Use when working with model drift detector functionality. Trigger with phrases like "model drift det…

Model Export Helper

Assist with model export helper operations. Auto-activating skill for ML Deployment. Triggers on: model export helper, model export helper Part of the ML Deployment skill category. Use when working with model export helper functionality. Trigger with phrases like "model export h…

Model Pruning Helper

Assist with model pruning helper operations. Auto-activating skill for ML Deployment. Triggers on: model pruning helper, model pruning helper Part of the ML Deployment skill category. Use when working with model pruning helper functionality. Trigger with phrases like "model prun…

Model Quantization Tool

Build model quantization tool operations. Auto-activating skill for ML Deployment. Triggers on: model quantization tool, model quantization tool Part of the ML Deployment skill category. Use when working with model quantization tool functionality. Trigger with phrases like "mode…

Model Registry Manager

Manage model registry manager operations. Auto-activating skill for ML Deployment. Triggers on: model registry manager, model registry manager Part of the ML Deployment skill category. Use when working with model registry manager functionality. Trigger with phrases like "model r…

Model Versioning Manager

Manage model versioning manager operations. Auto-activating skill for ML Deployment. Triggers on: model versioning manager, model versioning manager Part of the ML Deployment skill category. Use when working with model versioning manager functionality. Trigger with phrases like …

Convert onnx converter operations. Auto-activating skill for ML Deployment. Triggers on: onnx converter, onnx converter Part of the ML Deployment skill category. Use when working with onnx converter functionality. Trigger with phrases like "onnx converter", "onnx converter", "on…

Prediction Monitor

Monitor prediction monitor operations. Auto-activating skill for ML Deployment. Triggers on: prediction monitor, prediction monitor Part of the ML Deployment skill category. Use when monitoring systems or services. Trigger with phrases like "prediction monitor", "prediction moni…

godeploymentmonitoring

Sagemaker Endpoint Deployer

Deploy sagemaker endpoint deployer operations. Auto-activating skill for ML Deployment. Triggers on: sagemaker endpoint deployer, sagemaker endpoint deployer Part of the ML Deployment skill category. Use when deploying applications or services. Trigger with phrases like "sagemak…

Streaming Inference Setup

Configure streaming inference setup operations. Auto-activating skill for ML Deployment. Triggers on: streaming inference setup, streaming inference setup Part of the ML Deployment skill category. Use when working with streaming inference setup functionality. Trigger with phrase…

Tensorflow Savedmodel Creator

Create tensorflow savedmodel creator operations. Auto-activating skill for ML Deployment. Triggers on: tensorflow savedmodel creator, tensorflow savedmodel creator Part of the ML Deployment skill category. Use when working with tensorflow savedmodel creator functionality. Trigge…

Tensorflow Serving Setup

Configure tensorflow serving setup operations. Auto-activating skill for ML Deployment. Triggers on: tensorflow serving setup, tensorflow serving setup Part of the ML Deployment skill category. Use when working with tensorflow serving setup functionality. Trigger with phrases li…

Torchscript Exporter

Export torchscript exporter operations. Auto-activating skill for ML Deployment. Triggers on: torchscript exporter, torchscript exporter Part of the ML Deployment skill category. Use when working with torchscript exporter functionality. Trigger with phrases like "torchscript exp…

Torchserve Config Generator

Generate torchserve config generator operations. Auto-activating skill for ML Deployment. Triggers on: torchserve config generator, torchserve config generator Part of the ML Deployment skill category. Use when configuring systems or services. Trigger with phrases like "torchser…

Triton Inference Config

Configure triton inference config operations. Auto-activating skill for ML Deployment. Triggers on: triton inference config, triton inference config Part of the ML Deployment skill category. Use when configuring systems or services. Trigger with phrases like "triton inference co…

Vertex Ai Deployer

Deploy vertex ai deployer operations. Auto-activating skill for ML Deployment. Triggers on: vertex ai deployer, vertex ai deployer Part of the ML Deployment skill category. Use when deploying applications or services. Trigger with phrases like "vertex ai deployer", "vertex deplo…

Post-deploy canary monitoring — checks site health, detects regressions, monitors for errors after deployment. Use after deploying to verify production is healthy.

deploymentmonitoring

Use when creating new skills, editing existing skills, or verifying skills work before deployment

Agents (2)

Browse all agents

DevOps Incident Responder

Production incident management specialist for rapid triage, root cause analysis, and preventive measures

Infrastructuredevopsincident-response+3

Deployment Engineer

CI/CD specialist for building reliable deployment pipelines and release management

Infrastructuredeploymentci-cd+3

Plugins (65)

Browse all plugins

Vercel deployment automation and project management. Deploy applications, manage domains, check deployment status, and configure environments directly from Claude Code.

deploymenthostingserverlessintegration+1

Deployment Engineer

Set up CI/CD pipelines, configure Docker containers, deploy to cloud platforms, set up Kubernetes clusters, and automate deployment workflows

deploymentci-cddockerkubernetes+2

Docker container management and orchestration. Build images, manage containers, work with Docker Compose, and handle container networking directly from Claude Code.

dockercontainersdevopsofficial

GitLab DevOps platform integration. Manage repositories, merge requests, CI/CD pipelines, issues, and wikis with comprehensive access to GitLab's full lifecycle toolset.

gitdevopsci-cdintegration+1

Interact with Kubernetes clusters to inspect pods, debug deployments, generate manifests, and troubleshoot issues without leaving Claude Code

infrastructurekubernetesk8sdevops+1

Deploy, manage, and configure Netlify sites, builds, and serverless functions directly from Claude Code

netlifydeploymenthostingserverless+1

Astronomer Data Agents

Data engineering for Apache Airflow and Astronomer. Author DAGs with best practices, debug pipeline failures, trace data lineage, profile tables, migrate Airflow 2 to 3, and manage local and cloud deployments.

developmentdeploymentaiagent

Transform Claude into an Azure expert. This plugin integrates the Azure MCP server and specialized Azure skills to move beyond generic advice. It enables Claude to perform real-world tasks: listing resources, validating deployments, diagnosing infrastructure issues, and optimizi…

deploymentazure

Data engineering for Apache Airflow and Astronomer. Author DAGs with best practices, debug pipeline failures, trace data lineage, profile tables, migrate Airflow 2 to 3, and manage local and cloud deployments.

developmentdeploymentai

Datarobot Agent Skills

DataRobot skills for AI/ML workflows — model training, deployment, predictions, feature engineering, monitoring, explainability, data preparation, App Framework CI/CD, and external agent monitoring.

developmentdeploymentmonitoringai+1

Deploy applications to AWS with architecture recommendations, cost estimates, and IaC deployment.

Official Expo skills for building, deploying, upgrading, and debugging React Native apps with Expo. Covers UI development with Expo Router, SwiftUI and Jetpack Compose components, Tailwind CSS setup, API routes, data fetching, CI/CD workflows, App Store and Play Store deployment…

developmentswiftreactdeployment+2

Skills for designing and building MCP servers that work seamlessly with Claude. Guides you through deployment models (remote HTTP, MCPB, local), tool design patterns, auth, and interactive MCP apps.

developmentdeployment

Netlify platform skills for Claude Code — functions, edge functions, blobs, database, image CDN, forms, config, CLI, frameworks, caching, AI gateway, and deployment.

developmentdeploymentai

Enhance code quality and security through PagerDuty risk scoring and incident correlation. Score pre-commit diffs against historical incident data and surface deployment risk before you ship.

monitoringsecuritydeploymentai

Agent skills for Qdrant vector search covering scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, and Java.

databasepythontypescriptrust+5

Deploy and manage apps, databases, and infrastructure on Railway. Covers project setup, deploys, environment configuration, networking, troubleshooting, and monitoring.

deploymentmonitoringai

Deployment Pipeline Orchestrator

Orchestrate complex multi-stage deployment pipelines

devopsdeployment

Deployment Rollback Manager

Manage and execute deployment rollbacks with safety checks

devopsdeployment

Devops Automation Pack

Complete DevOps automation suite with 25 plugins covering Git workflows, CI/CD pipelines, Docker optimization, Kubernetes management, Terraform IaC, and deployment strategies

packageskubernetesdockerdeployment+1

Docker Compose Generator

Generate Docker Compose configurations for multi-container applications with best practices

Engineer Design Diagram

Generate production-grade engineering design diagrams (architecture, sequence, delta, drift) as self-contained dark-themed HTML files with accessible inline SVG. Grounds every diagram in real repo topology via DCI — package manifests, docker-compose, k8s, terraform, import graph…

Environment Config Manager

Manage environment configurations and secrets across deployments

devopsdeployment

Helm Chart Generator

Generate Helm charts for Kubernetes applications

devopskubernetes

Kubernetes Deployment Creator

Create Kubernetes deployments, services, and configurations with best practices

devopskubernetesdeployment

Model Deployment Helper

Deploy ML models to production

ai-mldeployment

Network Policy Manager

Manage Kubernetes network policies and firewall rules

devopskubernetes

Smoke Test Runner

Quick smoke test suites to verify critical functionality after deployments

testingdeployment

Test Environment Manager

Manage test environments with Docker Compose, Testcontainers, and environment isolation

testingdockerai

Jeremy Vertex Validator

Production readiness validator for Vertex AI deployments and configurations

ai-mldeploymentai

Jeremy Google Adk

Google Agent Development Kit (ADK) starter for building production AI agents — ReAct single-agent or multi-agent orchestration (Sequential/Parallel/Loop), tool wiring, evaluation harness, and optional Vertex AI Agent Engine deployment.

ai-mlgoreactdeployment+2

Jeremy Vertex Ai

Build and deploy generative AI agents on Vertex AI: Gemini model selection, RAG with grounded retrieval, function calling, multimodal extraction, evaluation, and Agent Engine deployment with operational guardrails.

ai-mldeploymentairag+1

Jeremy Genkit Terraform

Terraform modules for Firebase Genkit infrastructure and deployments

devopsdeployment

Jeremy Adk Terraform

Terraform infrastructure as code for ADK and Vertex AI Agent Engine deployments

devopsdeploymentaiagent

Jeremy Vertex Engine

Vertex AI Agent Engine deployment inspector and runtime validator

ai-mldeploymentaiagent

Jeremy Github Actions Gcp

GitHub Actions CI/CD workflows for Google Cloud and Vertex AI deployments

devopsgogcpgithub+2

Multi-agent orchestration system with 51 specialized agents for development workflows, code quality, deployment, research, games, and more. Includes orchestrators for checkpoint, deploy, quality, fullstack, research, games, corpus, web, and python workflows.

communitypythondeploymentagent

Jeremy Adk Software Engineer

ADK software engineer for creating production-ready Agent Development Kit agents with clean structure, testability, safe tool usage, and deployment automation

ai-mldeploymentautomationagent

Multi-agent orchestration system with 51 specialized agents for development workflows, code quality, deployment, research, and more. Built with MCP tools and Claude Code plugin agents.

communitydeploymentagent

Complete Vercel integration skill pack with 30 skills covering deployments, edge functions, preview environments, performance optimization, and production operations. Flagship+ tier vendor pack.

saas-packsvercelperformancedeployment

Complete Replit integration skill pack with 30 skills covering cloud IDE, deployments, AI assistance, and collaborative coding. Flagship+ tier vendor pack.

saas-packsdeploymentai

Complete Groq integration skill pack with 24 skills covering LPU inference, ultra-fast AI, and Groq Cloud deployment. Flagship tier vendor pack.

saas-packsdeploymentai

Complete Mistral AI integration skill pack with 24 skills covering model inference, embeddings, fine-tuning, and production deployments. Flagship tier vendor pack.

saas-packsdeploymentaiembedding

Docker Development

Docker and container development — Dockerfile optimization, docker-compose orchestration, multi-stage builds, security hardening, and CI/CD container pipelines.

developmentdockersecurityai

Helm Chart Builder

Helm chart development — chart scaffolding, values design, template patterns, dependency management, and Kubernetes deployment strategies.

developmentkubernetesdeployment

Full Stack Orchestration

End-to-end feature orchestration with testing, security, performance, and deployment

workflowssecuritytestingperformance+1

Machine Learning Ops

ML model training pipelines, hyperparameter tuning, model deployment automation, experiment tracking, and MLOps workflows

ai-mldeploymentautomationai

Deployment Strategies

Deployment patterns, rollback automation, and infrastructure templates

infrastructuredeploymentautomation

Deployment Validation

Pre-deployment checks, configuration validation, and deployment readiness assessment

infrastructuredeployment

Kubernetes Operations

Kubernetes manifest generation, networking configuration, security policies, observability setup, GitOps workflows, and auto-scaling

infrastructurekubernetessecurity

Cloud Infrastructure

Cloud architecture design for AWS/Azure/GCP/OCI, Kubernetes cluster configuration, Terraform infrastructure-as-code, hybrid cloud networking, and multi-cloud cost optimization

infrastructureawsgcpazure+1

Cicd Automation

CI/CD pipeline configuration, GitHub Actions/GitLab CI workflow setup, and automated deployment pipeline orchestration

infrastructuregithubgitlabdeployment+1

Brand Landingpage

Guides developers from brand discovery through iterative design to deployment-ready HTML via Stitch.

creativedeployment

App Store Deployment

Publishes mobile applications to iOS App Store and Google Play with code signing, versioning, and CI/CD automation. Use when preparing app releases, configuring signing certificates, or setting up automated deployment pipelines.

mobilegodeploymentautomation

Better Chatbot Patterns

Reusable better-chatbot patterns for custom deployments. Use for server action validators, tool abstraction, multi-AI providers, or encountering auth validation, FormData parsing, workflow execution errors.

toolingdeploymentai

Cloudflare Workers

Comprehensive Cloudflare Workers platform guide covering runtime APIs, testing (Vitest), CI/CD, observability, framework integration, performance, security, and migration. Use for Workers development, deployment, debugging, or optimization.

cloudflaresecuritytestingperformance+2

FastMCP Python framework for MCP servers with tools, resources, storage backends (memory/disk/Redis/DynamoDB). Use for Claude tool exposure, OAuth Proxy, cloud deployment, or encountering storage, lifespan, middleware, circular import, async errors.

toolingpythonredisdeployment+1

Health Check Endpoints

Health check endpoints for liveness, readiness, dependency monitoring. Use for Kubernetes, load balancers, auto-scaling, or encountering probe failures, startup delays, dependency checks, timeout configuration errors.

architecturekubernetesmonitoringai

Hugo static site generator with Tailwind v4, headless CMS (Sveltia/Tina), Cloudflare deployment. Use for blogs, docs sites, or encountering theme installation, frontmatter, baseURL errors.

cmsgocloudflaredeployment+1

Image Optimization

Optimizes images for web performance using modern formats, responsive techniques, and lazy loading strategies. Use when improving page load times, implementing responsive images, or preparing assets for production deployment.

webperformancedeployment

Model Deployment

Deploy ML models with FastAPI, Docker, Kubernetes. Use for serving predictions, containerization, monitoring, drift detection, or encountering latency issues, health check failures, version conflicts.

aikubernetesdockerdeployment+2

Nuxt Content v3 Git-backed CMS for Markdown/MDC content sites. Use for blogs, docs, content-driven apps with type-safe queries, schema validation (Zod/Valibot), full-text search, navigation utilities. Supports Nuxt Studio production editing, Cloudflare D1/Pages deployment, Verce…

frontendcloudflaredeployment

Visual CMS for Nuxt Content with Cloudflare deployment. Use when setting up Nuxt Studio, configuring OAuth authentication, deploying to Cloudflare Pages/Workers with subdomain routing, or troubleshooting Studio integration.

frontendcloudflaredeploymentai

MCP servers with TypeScript on Cloudflare Workers using @modelcontextprotocol/sdk. Use for API integrations, stateless tools, edge deployments, or encountering export syntax, schema validation, memory leak, CORS, auth errors.

toolingtypescriptcloudflaredeployment+1

Vulnerability Scanning

Implements automated security scanning for dependencies, code, and containers using tools like Trivy, Snyk, and npm audit. Use when setting up CI/CD security gates, conducting pre-deployment audits, or meeting compliance requirements.

securitydeploymentai

MCP Servers (56)

Browse all MCP servers

Manage Docker containers, images, volumes, and networks through natural language commands

dockercontainersdevopsinfrastructure+1

Deploy and manage Vercel projects, domains, and serverless functions through natural language

cloudverceldeploymentserverless+1

Kubernetes Server

Manage Kubernetes clusters, pods, deployments, and services through natural language commands

kubernetesk8scontainersdevops+2

Deploy sites, manage builds, configure DNS, and control serverless functions on the Netlify platform

netlifydeploymenthostingserverless+2

Manage Droplets, App Platform deployments, databases, Kubernetes clusters, and storage on DigitalOcean

digitaloceanclouddeploymentinfrastructure+1

IO Aerospace Software Engineering Server

IO Aerospace MCP Server: a .NET-based MCP server for aerospace & astrodynamics — ephemeris, orbital conversions, DSS tools, time conversions, and unit/math utilities. Supports STDIO and SSE transports; Docker and native .NET deployment documented.

aerospace-astrodynamicsdockerdeployment

browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server.

browser-automationdockerbrowser

4everland Hosting

An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave.

cloud-platformsdeploymentairag

A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with multi-architecture support

cloud-platformsawsdockerai

A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (`kubectl`, `helm`, `istioctl`, and `argocd`) using Unix pipes in a safe Docker environment with multi-architecture support.

cloud-platformsgokubernetesdocker+1

An MCP server that allows AI agents to manage Kubernetes resources through Cyclops abstraction

cloud-platformskubernetesaiagent

Devops Mcp Webui

MCP Server for Kubernetes integrated with Open-WebUI, bridging the gap between DevOps and non-technical teams. Supports `kubectl` and `helm` operations through natural-language commands.

cloud-platformskubernetes

Server Kubernetes

Typescript implementation of Kubernetes cluster operations for pods, deployments, services.

cloud-platformstypescriptkubernetesdeployment

A MCP server for LocalStack to manage local AWS environments, including lifecycle operations, infra deployments, log analysis, fault injection, and state management.

cloud-platformsawsdeployment

powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for **any** Kubernetes resource, this server provides specialized tools to interact with your cluster.

cloud-platformskubernetes

A powerful MCP server that enables AI assistants to seamlessly interact with Portainer instances, providing natural language access to container management, deployment operations, and infrastructure monitoring capabilities.

cloud-platformsdeploymentmonitoringai

Manage your Redis Cloud resources effortlessly using natural language. Create databases, monitor subscriptions, and configure cloud deployments with simple commands.

cloud-platformsredisdeployment

A Kubernetes Model Context Protocol (MCP) server that provides tools for interacting with Kubernetes clusters through a standardized interface, including API resource discovery, resource management, pod logs, metrics, and events.

cloud-platformskubernetesapi

A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude, Cursor, and others to interact with Kubernetes clusters through natural language.

cloud-platformskubernetesai

A Model Context Protocol server that integrates with Tilt to provide programmatic access to Tilt resources, logs, and management operations for Kubernetes development environments.

cloud-platformskubernetes

MCP-K8S is an AI-driven Kubernetes resource management tool that allows users to operate any resources in Kubernetes clusters through natural language interaction, including native resources (like Deployment, Service) and custom resources (CRD). No need to memorize complex comma…

cloud-platformskubernetesdeploymentai

AI-powered SRE observability for Kubernetes and OpenShift with 40+ tools for Tekton pipeline debugging, log analysis, root cause analysis, and predictive monitoring.

cloud-platformskubernetesmonitoringai

MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters. It provides tools for listing and applying Kubernetes resources through the MCP protocol.

cloud-platformskubernetesllm

Kubernetes cluster operations through MCP

cloud-platformsgokubernetes

CloudBase AI ToolKit

One-stop backend services for WeChat Mini-Programs and full-stack apps. Provides specialized MCP tools for serverless cloud functions, databases, and one-click deployment to production with China market access through WeChat ecosystem.

cloud-platformsdeploymentai

Kubernetes bulk port forwarding with service discovery, /etc/hosts management, traffic monitoring, and pod log streaming

cloud-platformskubernetesmonitoring

Provides MCP multi-cluster Kubernetes management and operations, featuring a management interface, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.

cloud-platformskubernetes

Provides MCP multi-cluster Kubernetes management and operations. It can be integrated as an SDK into your own project and includes nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.

cloud-platformskubernetes

MCP Server for kubernetes management, and analyze your cluster, application health

cloud-platformskubernetes

Node Code Sandbox

A Node.js MCP server that spins up isolated Docker-based sandboxes for executing JavaScript snippets with on-the-fly npm dependency installation and clean teardown

code-executionjavascriptnodedocker

OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API with existing api docs.

code-executiondockerapiai+1

🏎️ 🏠 🍎 🪟 🐧 Give hands to AI. MCP server to run shell commands securely, auditably, and on demand on isolated environments like docker.

coding-agentsdockerai

An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)

communicationdockeraiagent

An MCP server for running code locally via Docker and supporting multiple programming languages.

developer-toolsdocker

Integrate with Docker to manage containers, images, volumes, and networks.

developer-toolsdockerai

Universal deployment tracker for AI assistants with live status badges and deployment monitoring

developer-toolsdeploymentmonitoringai

Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images

developer-toolsdocker

Jetbrains Datalore

MCP server for interacting with cloud deployments of Jetbrains Datalore platform. Fully incorporated Datalore API ( run, run interactively, get run data, fetch files )

developer-toolsdeploymentapiai

Docker container management and operations through MCP

developer-toolsdockerai

AI-powered architectural analysis server for software projects. Provides technology stack detection, ADR management, security checks, enhanced TDD workflow, and deployment readiness validation with support for multiple AI models.

developer-toolssecuritydeploymentai

Klever blockchain MCP server for smart contract development, on-chain data exploration, account and asset queries, transaction analysis, and contract deployment tooling.

finance-fintechdeploymentai

QuantConnect Server

A Dockerized Python MCP server that bridges your local AI (e.g., Claude Desktop, etc) with the QuantConnect API—empowering you to create projects, backtest strategies, manage collaborators, and deploy live-trading workflows directly via natural-language prompts.

finance-fintechpythondockerapi+1

Self-hosted knowledge backend for AI agents with hybrid vector + keyword search, container-isolated indexes, and 11 MCP tools. .NET, Docker-ready.

knowledge-memorydockeraiagent

Self-hosted memory and governance layer for AI coding agents. 28 MCP tools with structured knowledge capture, hybrid search (semantic + BM25 + cross-encoder reranking), behavioral documentation nudges, cold-start codebase analyzer, and git-native storage. Single Docker container…

knowledge-memorygodockerai+2

Zero-dependency MCP memory server. Single binary, 100% local, no Docker.

knowledge-memorydockerai

SSE-enabled MCP server for remote Obsidian vault management with 29 tools for notes, directories, frontmatter, tags, search, and link operations. Docker-ready with health monitoring.

knowledge-memorydockermonitoring

Debug your Container and Kubernetes workloads with an AI interface powered by eBPF.

monitoringkubernetesai

Query and interact with kubernetes environments monitored by Metoro

monitoringkubernetes

All-in-one homelab management MCP server. Monitor system resources, manage Docker containers, Wake-on-LAN, scan networks, check open ports, and run alerts — across multiple servers via SSH. Single 10MB binary, zero dependencies.

monitoringdockerai

Server security auditing and hardening toolkit. 413 security checks across 29 categories (SSH, Firewall, Docker, TLS, HTTP Headers), CIS/PCI-DSS/HIPAA compliance mapping, 19-step production hardening, fleet management, and forensic evidence collection. Supports Hetzner, DigitalO…

securitygonodedocker

Cybersec Watchdog

Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST 800-53, and PCI-DSS compliance checks. Real-time monitoring with anomaly detection across 23 analyzers: firewall, SSH, fail2ban, Docker, CVE, rootkit, SSL/TLS, filesystem, network, and more.

securitydockermonitoringai

Verify AI agent communication protocols using session types. Formal specification with Lean 4 proofs, linter, formatter, and LSP. Catches deadlocks and role violations before deployment.

securitydeploymentaiagent

Rad Security Server

MCP server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments. This server provides tools for querying the Rad Security API and retrieving security findings, reports, runtime data and many more.

securitykubernetesapiai

vet-mcp checks open source packages—like those suggested by AI coding tools—for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting.

securitydockerai

Server Bitbucket

Bitbucket MCP server with 58 tools for repository management, PRs, pipelines, branches, commits, deployments, webhooks, tags, branch restrictions, and source browsing.

version-controldeploymentrest

MCP server for Altegio API — appointments, clients, services, staff schedules for salon/spa/clinic management. 18 tools with Docker support.

workplace-productivitydockerapi

How-To Guides (1)

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CI/CD Integration with Claude Code

Set up Claude Code in your CI/CD pipelines for automated code review, test generation, and issue resolution

ci-cdautomationgithub-actions+1

Other use cases

Code Review Testing Security Git Workflows Documentation Debugging Performance Databases API Development Refactoring Frontend Development Codebase Onboarding AI & Agent Development Mobile Development Observability & Monitoring Refactoring Frontend Development Codebase Onboarding