DevOps & infrastructure

Containers, orchestration, and infrastructure as code. 574 matching entries in the Forge registry — showing the top 150.

sansan0/TrendRadar⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的
kubesphere/kubesphereThe container platform tailored for Kubernetes multi-cloud, datacenter, and edge management ⎈ 🖥 ☁️
JoeanAmier/XHS-Downloader小红书（XiaoHongShu、RedNote）链接提取/作品采集工具：提取账号发布、收藏、点赞、专辑作品链接；提取搜索结果作品、用户链接；采集小红书作品信息；提取小红书作品下载地址；下载小红书作品文件
0xJacky/nginx-uiYet another WebUI for Nginx
mcp-server-kubernetesMCP server for interacting with Kubernetes clusters via kubectl
txn2/kubefwdBulk port forwarding Kubernetes services for local development.
IBM/mcp-context-forgeAn AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified e
kubernetes-mcp-serverModel Context Protocol (MCP) server for Kubernetes and OpenShift
jeremylongshore/claude-code-plugins-plus-skills425 plugins, 2,810 skills, 200 agents for Claude Code. Open-source marketplace at tonsofskills.com with the cc
stacklok/toolhiveToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.
microsoft/azure-devops-mcpThe MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.
containers/kubernetes-mcp-serverModel Context Protocol (MCP) server for Kubernetes and OpenShift
ghostwright/phantomAn AI co-worker with its own computer. Self-evolving, persistent memory, MCP server, secure credential collect
hashicorp/terraform-mcp-serverThe Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation
Flux159/mcp-server-kubernetesMCP Server for kubernetes management commands
dmayboroda/minimaOn-premises conversational RAG with configurable containers
rohitg00/awesome-devops-mcp-serversA curated list of awesome MCP servers focused on DevOps tools and capabilities.
rohitg00/kubectl-mcp-serverPublished in CNCF Landscape: A MCP server for Kubernetes.
LiXiaoYaoCareFree/MultiGenMulti-agent end-to-end application - General-purpose artificial intelligence agent for multimodal agent collab
boshu2/agentopsThe operational layer for coding agents. Memory, validation, and feedback loops that compound between sessions
kubernetes-skillPrevent Kubernetes hallucinations by diagnosing and fixing failure modes: insecure workload defaults, resource
sanjay3290/ai-skillsCollection of agent skills for AI coding assistants
LerianStudio/ring89 skills and 38 specialized agents that enforce proven engineering practices for AI-assisted development. TDD
ahmedasmar/devops-claude-skillsA Claude Code Skills Marketplace for DevOps workflows
portainer/portainer-mcpMCP server for managing Docker and Kubernetes environments via Portainer
AndrewAltimit/template-repoAgent orchestration & security template featuring MCP tool building, agent2agent workflows, mechanistic interp
RubensZimbres/Multi-Agent-System-A2A-ADK-MCPMulti-Agent Systems with Google's Agent Development Kit + A2A + MCP
redhat-community-ai-tools/UnifAIProduction-grade multi-agent orchestration engine. Compose agentic workflows from a pluggable catalog of Agent
agentarea/agentareaCloud-native AI Agents orchestration platform for zero-human organizations
dhyansraj/mcp-meshEnterprise-grade distributed AI agent framework | Develop → Deploy → Observe | K8s-native | Dynamic DI | Auto-
jordigilh/kubernautOpen-source AIOps platform that closes the loop from Kubernetes alert to automated remediation. An AI Agent in
xcloud-docker-deployxCloud Docker Deploy v1.4.1 — a confirmation-gated skill for preparing projects for xCloud. It inspects or cha
dmorel69/corralA corral for unbroken horses. corral wraps Lima to give every project its own agent VM — real kernel boundary,
adityakhetarpal235/MCP-Resume-EditorMCP server system for AI-driven resume customization through LibreOffice UNO, dual stdio/HTTP deployment, stru
Morgok857/mymodularmcp-serverA modular, secure, and production-ready MCP (Model Context Protocol) server designed for AI agent integration.
Morgok857/mygeminicliincontainerPersistent and containerized development environment for Gemini CLI (https://geminicli.com/). This project pro
Kanedias/domcpIsolating local MCP servers from sensitive data
mcpgate/mcpgateSelf-hosted MCP gateway. Connects Claude, ChatGPT, Codex and other AI agents to Jira, GitLab, Notion, Google W
io.github.CSOAI-ORG/devops-ai-mcpdevops-ai-mcp MCP server by MEOK AI Labs
io.github.CSOAI-ORG/docker-helper-ai-mcpdocker-helper-ai-mcp MCP server by MEOK AI Labs
io.github.JDoornink/k8gentsKubernetes RCA agent that sandboxes its own AI with OPA Gatekeeper. MCP-ready for any client.
io.github.Kubedoll-Heavy-Industries/helm-mcpGive your AI assistant access to real Helm chart data. No more hallucinated values.yaml files.
io.github.NeetPatel/devops-mcpAn MCP server that provides DevOps and DevSecOps context for the project
io.github.NotHarshhaa/devops-mcpUnified MCP server for Kubernetes, ArgoCD, Prometheus, PagerDuty, and Loki
io.github.PremierInc/azure-devopsThe MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.
io.github.UnbearableDev/docker-compose-auditSecurity audit for docker-compose.yml — 25 checks: secrets, privileges, network, volumes, images.
io.github.UnbearableDev/k8s-manifest-auditkube-linter audit for Kubernetes manifests — 63 checks: security, availability, RBAC, network.
io.github.ai-4-devops/devops-practicesProductivity framework for DevOps engineers using AI assistance (Claude Code) while working on PoCs
io.github.alisaitteke/docker-mcpMCP server for managing Docker containers, images, networks, volumes, and registries
io.github.containers/kubernetes-mcp-serverA Model Context Protocol (MCP) server for Kubernetes and OpenShift
io.github.cyanheads/devops-status-mcp-serverVendor status pages, TLS cert inspection, DNS propagation checks, and incident-response playbooks.
io.github.dockersamples/mcp-docker-release-informationMCP server providing Docker Desktop release notes and security information.
io.github.friendlygeorge/docker-mcp-serverMCP server for Docker — containers, health checks, Compose, logs for AI agents
io.github.hashicorp/terraform-mcp-serverGenerate more accurate Terraform and automate workflows for HCP Terraform and Terraform Enterprise
io.github.ofershap/dockerMCP server for Docker — manage containers, images, volumes, and compose services from your IDE
io.github.robinmordasiewicz/f5xc-terraform-mcpF5 Distributed Cloud Terraform provider docs, 270+ OpenAPI specs, and subscription info for AI.
io.github.rog0x/dockerDocker container management and Dockerfile analysis
io.github.shittuay/devops-agentManage AWS, Azure, GCP, Kubernetes, CI/CD, Docker, Terraform and more. 727 tools.
argocd-mcpArgo CD MCP Server
docker-extendUse when: User wants to extend Docker with custom tools, personalize the Docker environment, or set up user-sp
docker-pgRun PostgreSQL extensions inside Docker containers for testing. Use when writing Dockerfiles or entrypoint scr
azure-devops-queriesUsar cuando se necesitan consultas WIQL, actualización de work items o datos de sprint en Azure DevOps.
terraform-platform-engineerspecialized protocol for Terraform architecture and module engineering. Focuses on HCL 1.x standards, provider
docker-ros2-developmentBest practices for Docker-based ROS2 development including multi-stage Dockerfiles, docker-compose for multi-c
docker-compose-setupSet up and orchestrate multi-container Docker applications using docker-compose, including service configurati
kubernetes-deploymentDeploy, manage, and scale applications on Kubernetes clusters using manifests, Helm charts, and autoscaling co
ansibleAnsible configuration management with playbooks and roles. Use for server provisioning.
wshobson-terraform-module-libraryA curated guide to convention files AI agents read, write, and act on: AGENTS.md, CLAUDE.md, SKILL.md, llms.tx
triage-kubernetes-node-pressureDiagnose node-level memory/disk/pid pressure and determine safe mitigations.
triage-kubernetes-service-dnsDiagnose in-cluster DNS resolution failures and isolate root causes.
investigate-terraform-driftDetermine why actual infrastructure differs from Terraform state and choose a safe reconciliation path.
recover-terraform-state-lockSafely assess and recover from a stuck Terraform state lock.
qovery-terraformGenerate Terraform manifests from an existing Qovery setup. Reads the current configuration from the Qovery AP
create-terraform-helm-upgrade-planCreate a detailed upgrade plan for a Helm release managed by Terraform, comparing the current and desired char
devops-three-ways运用《凤凰项目》DevOps 三步工作法与《独角兽项目》五大理念，诊断技术价值流瓶颈并设计流动、反馈与持续学习机制。适用于用户要优化部署流水线或降低变更失败率、诊断 WIP 过载与约束点、建立 blameless 复盘与
automotive-helmHelm charts for automotive cloud services. 3 configuration files.
automotive-kubernetesKubernetes configurations for vehicle backend services. 2 configuration files.
automotive-terraformTerraform infrastructure for multi-region vehicle cloud deployment. 19 configuration files.
devops-cicdBuild robust CI/CD pipelines with GitHub Actions, Docker containers, infrastructure as code, deployment strate
docker-patternsDocker and Docker Compose patterns for local development, container security, networking, volume strategies, a
kubernetes-architectDesigns Kubernetes deployments, services, ingress, RBAC, Helm charts, and cluster architecture. Use when worki
kubernetes-patternsKubernetes workload patterns, resource management, RBAC, probes, autoscaling, ConfigMap/Secret handling, and k
terraform-best-practicesQuick reference for Terraform conventions including file organization, naming, modules, state, security, and a
terraform-specialistExpert Terraform/OpenTofu specialist mastering advanced IaC automation, state management, and enterprise infra
kubernetes-manifest-authorAuthors production-grade Kubernetes manifests — Deployments, Services, Ingress, probes, resource requests/limi
terraform-module-authorAuthors reusable, production-grade Terraform modules with clean typed variables, well-documented outputs, vers
docker-setupDockerfile and Docker Compose patterns with multi-stage builds, layer optimization, security hardening, and he
devops-platformProduction-grade DevOps and platform engineering guidance — Docker, Kubernetes, CI/CD pipelines, Terraform/IaC
devops-engineerCreates Dockerfiles, configures CI/CD pipelines, writes Kubernetes manifests, and generates Terraform/Pulumi i
docker-imagesBuild small, reproducible images: layer ordering for cache hits, multi-stage builds, pinning by digest, and wh
terraform-modulesCovers designing Terraform modules that are reusable and composable rather than copy-pasted or over-engineered
docker-deployFull deploy cycle for Docker projects with baked images: sync files, rebuild image, start containers, verify n
aws-devops-engineer-professionalAWS DevOps engineering — CI/CD pipelines (CodePipeline, CodeBuild, CodeDeploy), infrastructure as code (CloudF
devopsUse when the user needs to deploy, operate, secure, or scale running infrastructure — cloud architecture (mult
writing-terraform-codeWrites and reviews Terraform HCL code following standard style conventions, checked against a real HCL parser
docker-runtimeUse for Docker Compose health-gated startup, override-file precedence, profiles, container exit-code triage, O
terraformProduction-ready AI coding skills for APIs. Installable skills for Claude Code, Cursor, Codex CLI, Gemini CLI,
helmGenerate a Helm chart — values.yaml, templates, multi-environment.
terraform-naming-conventionTerraform file naming convention based on Obay's Terraform Naming Convention (OTN). This skill should be used
aws-lens-devopsUse when designing, reviewing, or improving DevOps practices on AWS using the AWS Well-Architected DevOps Guid
devops-readiness-auditAssess cloud, CI/CD, environments, observability, and scale readiness, sequenced so bleeding stops before tool
helm-chartsCreate, manage, and deploy Helm charts for Kubernetes package management. Build reusable chart templates, mana
kubernetes-networkingExplains how traffic reaches and moves between pods — Services (ClusterIP/NodePort/LoadBalancer), Ingress and
kubernetes-operationsKubernetes operations including manifests, Helm charts, operators, troubleshooting, and resource management
kubernetes-securityHarden a Kubernetes cluster's data plane and control plane. Covers Pod Security Standards (Restricted, Baselin
kubernetes-storageCovers persistent data in the cluster — PersistentVolumes/Claims, StorageClasses and dynamic provisioning, acc
azure-devops-cliManage Azure DevOps resources via CLI including projects, repos, pipelines, builds, pull requests, work items,
dockerUse when working with Docker — Dockerfile edits, docker-compose services, containers, or the dual-container (f
alibaba-devops-cicd-operatorBuild CI/CD pipelines with RDC (Research and Development Collaboration), Cloud Build, Flow pipeline automation
aws-devops-agent-skill-designerDesign, review, and improve AWS DevOps Agent-compatible skills, investigation workflows, learned skills, tool-
especialista-em-devopsEspecialista em DevOps. Use para infraestrutura como código, automação, containers, orquestração, observabilid
kubernetes-specialistUse when deploying or managing Kubernetes workloads. Invoke to create deployment manifests, configure pod secu
terraform-engineerUse when implementing infrastructure as code with Terraform across AWS, Azure, or GCP. Invoke for module devel
terraform-skillUse when writing, reviewing, or debugging Terraform/OpenTofu modules, tests, CI, scans, or state ops - diagnos
docker-opsDockerfile best practices, multi-stage builds, docker-compose, container networking, volume management, and im
operating-kubernetesOperating production Kubernetes clusters effectively with resource management, advanced scheduling, networking
devops-workflow-engineerGenerate and optimize GitHub Actions CI/CD workflows. Use when designing workflows, planning multi-environment
docker-developmentThis skill should be used when the user asks to "analyze a Dockerfile", "optimize Docker layers", "validate do
045-planning-azure-devopsUse when you need Azure DevOps CLI guidance to verify installation, configure organization and project context
kubernetesProduction-ready AI coding skills for APIs. Installable skills for Claude Code, Cursor, Codex CLI, Gemini CLI,
azure-devopsExpert knowledge for Azure DevOps development including troubleshooting, best practices, decision making, arch
wiremock-standalone-dockerProvides patterns and configurations for running WireMock as a standalone Docker container. Generates mock HTT
docker-debuggerDebug Docker containers, fix Dockerfile issues, optimize images, and troubleshoot docker-compose. Use when hav
ops-devops-platformDesigns DevOps and platform engineering systems. Use when planning Kubernetes, Terraform, GitOps, CI/CD, obser
devops-deployDesigns and executes CI/CD pipelines, GitOps workflows, deployment automation, and cloud infrastructure deploy
devops-specialistDevOps 与运维专家。精通 CI/CD、容器化、编排、基础设施即代码、监控告警和自动化部署。用于构建高效、可靠的软件交付流水线和运维系统。
helm-chart-patternsHelm chart development patterns for packaging and deploying Kubernetes applications. Use when creating reusabl
kubernetes-deployment-patternsKubernetes deployment strategies and workload patterns for production-grade applications. Use when deploying t
kubernetes-security-policiesKubernetes security policies, RBAC, and Pod Security Standards for hardened cluster deployments. Use when impl
docker-workflowComprehensive Docker containerization workflow covering multi-stage builds, docker-compose orchestration, imag
docker-composerWrite Dockerfiles and docker-compose files — multi-stage builds, health checks, volumes, networks, and product
helm-chart-builderCreate Helm charts — templates, values, helpers, hooks, tests, and OCI chart publishing.
kubernetes-helperAuthor Kubernetes manifests — Deployments, Services, Ingress, ConfigMaps, Secrets, HPA, and Helm charts.
infra-ci-cd-dockerDocker containerization patterns for Node.js/TypeScript development and production
infra-containers-kubernetesKubernetes manifests, Helm charts, Kustomize overlays, and resource patterns
rudder-terraform-setupInstalls Terraform and configures the RudderStack provider. Use when setting up terraform for rudderstack, ins
rudder-terraform-workflowManages RudderStack resources via the terraform-provider-rudderstack. Use when configuring the provider, autho
docker-composeUse Docker Compose to define, run, debug, and harden multi-container applications. Load for compose.yaml desig
docker-modelUse this skill when running local AI models with Docker Model Runner — the `docker model` CLI — e.g. "run an L
docker-helperInspect Docker containers, volumes, and compose services for Pixel Detective and Dev Graph. Use when the user
docker-container-securityRun containers with a defensive baseline that survives production. Covers non-root users, read-only filesystem
mk-devopsPlan and implement infrastructure, containers, CI/CD, deployment safety, observability, and rollback changes.
sota-kubernetesState-of-the-art Kubernetes platform security and operations (2026) for cloud-managed (EKS/GKE/AKS) and self-h
docker-compose-healthcheck-injectorEnsures every service in a Docker Compose file has a healthcheck block and depends_on uses condition: service_
analyzing-docker-container-forensicsInvestigate compromised Docker containers by analyzing images, layers,
analyzing-kubernetes-audit-logsParses Kubernetes API server audit logs (JSON lines) to detect exec-into-pod,
auditing-kubernetes-cluster-rbacAuditing Kubernetes cluster RBAC configurations to identify overly permissive
auditing-terraform-infrastructure-for-securityAuditing Terraform infrastructure-as-code for security misconfigurations
terraform-module-libraryBuild reusable Terraform modules for AWS, Azure, GCP, and OCI infrastructure following infrastructure-as-code
helm-chart-scaffoldingDesign, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable co