DevOps & infrastructure

Containers, orchestration, and infrastructure as code. 663 passende Einträge im Forge-Registry — angezeigt werden die obersten 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
• io.github.skyhook-io/radarKubernetes MCP server for diagnosis, resource management, GitOps, and RBAC-enforced operations.
• jeremylongshore/claude-code-plugins-plus-skills425 plugins, 2,810 skills, 200 agents for Claude Code. Open-source marketplace at tonsofskills.com with the cc
• kubernetes-mcp-serverA Model Context Protocol (MCP) server for Kubernetes and OpenShift
• io.github.PremierInc/azure-devopsThe MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.
• 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
• io.github.hashicorp/terraform-mcp-serverGenerate more accurate Terraform and automate workflows for HCP Terraform and Terraform Enterprise
• 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.
• @stackql/mcp-serverStackQL MCP server - SQL-native query and provisioning engine for cloud infrastructure, served over MCP. Downl
• rohitg00/kubectl-mcp-serverPublished in CNCF Landscape: A MCP server for Kubernetes.
• argocd-mcpArgo CD MCP Server
• @cyanheads/git-mcp-serverA secure and scalable Git MCP server enabling AI agents to perform comprehensive Git version control operation
• 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
• @supernova123/docker-mcp-serverMCP server for Docker — container management, health checks, auto-restart, Compose lifecycle, and log streamin
• 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
• @datasynx/agentic-ai-cartographyMCP-first infrastructure & agentic-AI cartography — install once, every AI agent knows your system landscape.
• AndrewAltimit/template-repoAgent orchestration & security template featuring MCP tool building, agent2agent workflows, mechanistic interp
• @cirdanops/cliCirdan — AI infrastructure cartographer & MCP server. Zero-Python standalone binary, runnable via npx.
• @sandboxapis/mcpMCP server for SandboxAPIs — read-only, API-compatible replicas of 21 developer and SaaS APIs (GitHub, GitLab,
• @dinglebear/cortexSelf-hosted log aggregation and investigation for homelabs: syslog, Docker, OTLP, and AI transcripts in SQLite
• migrationpilotKnow exactly what your PostgreSQL migration will do to production — before you merge.
• RubensZimbres/Multi-Agent-System-A2A-ADK-MCPMulti-Agent Systems with Google's Agent Development Kit + A2A + MCP
• @dockndevai/mcp-kubernetesKubernetes monitoring & ops for AI agents — safe-by-default access modes and guards.
• @paretools/dockerMCP server for Docker — structured container, image, and compose data for AI agents
• @dockndevai/mcp-azure-devopsAzure DevOps boards, repos, pipelines & projects for AI agents — governed.
• containerization-assist-mcpTypeScript MCP server for AI-powered containerization workflows with Docker and Kubernetes support
• 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
• @samik081/mcp-komodoManage Komodo through AI assistants
• talos-mcpMCP server for Talos Linux cluster management via native gRPC API
• @dinglebear/unraidRust MCP server and CLI for Unraid GraphQL operations across NAS, Docker, VM, and storage workflows.
• @dinglebear/rarcaneMCP server and CLI for Arcane: manage Docker containers, images, networks, volumes, and Compose projects over
• arcane-rmcpNode launcher for the rarcane Rust MCP server and CLI binary.
• nandi-proxmox-mcpOpen source Proxmox MCP server for secure VM/CT operations. Powered by NANDI Services.
• @fndchagas/coolify-mcpMCP server for Coolify — deploy, diagnose, and manage applications, databases, services, backups, and servers
• @dinglebear/synapseMCP server and CLI for host and container operations: Docker and Compose control, SSH, host inspection, logs,
• @dinglebear/somaRMCP runtime for provider-backed agents with CLI, REST, HTTP MCP, plugins, and scaffold support.
• @patrizzos/envspeakMCP server and CLI that resolves config/env-var cascade across .env files, docker-compose, and Kubernetes — te
• almxppmcpnpx launcher for the ALM XPP MCP server - D365 F&O: 90 AI tools over 200K+ indexed objects, 25M+ cross-referen
• @sota-io/mcpMCP server for sota.io — EU-native DevOps PaaS. Deploy web apps via AI agents with managed PostgreSQL, zero-do
• @rootpilot/mcp-ssh-diagnoseMCP server that safely collects read-only diagnostics from your servers over SSH. Bring your own LLM; the mode
• dingdawg-devops-agentGovernance receipts for AI agents — DevOps deployment checks, incident response, and infra review, with signed
• io.github.NotHarshhaa/devops-mcpUnified MCP server for Kubernetes, ArgoCD, Prometheus, PagerDuty, and Loki
• io.github.alisaitteke/docker-mcpMCP server for managing Docker containers, images, networks, volumes, and registries
• 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.
• @cyanheads/devops-status-mcp-serverVendor status pages, TLS cert inspection, DNS propagation checks, and incident-response playbooks.
• mcp-server-openshiftMCP server for OpenShift operations and management with comprehensive tools for cluster management, applicatio
• cloudforge-mcpMCP server for CloudForge — visualise cloud diagrams, generate Terraform, and manage infrastructure with AI
• io.github.JDoornink/k8gentsKubernetes RCA agent that sandboxes its own AI with OPA Gatekeeper. MCP-ready for any client.
• io.github.rog0x/dockerDocker container management and Dockerfile analysis
• previewdropCLI for PreviewDrop — live preview environments for every branch. Any Dockerfile, any stack.
• 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.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.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.dockersamples/mcp-docker-release-informationMCP server providing Docker Desktop release notes and security information.
• io.github.shittuay/devops-agentManage AWS, Azure, GCP, Kubernetes, CI/CD, Docker, Terraform and more. 727 tools.
• mcp-devops-onpremiseMCP server for on-premises Azure DevOps Server and TFS: repos, pull requests, work items, and wiki.
• docker-mcp-serverManage Docker (containers, images, Compose, Swarm, registries) via the Docker SDK and CLI.
• devops-ai-mcpDevops Ai MCP Server by MEOK AI Labs
• docker-helper-ai-mcpDocker Helper Ai MCP Server by MEOK AI Labs
• @rajsir/mcp-server-terraformMCP server for managing Terraform infrastructure via Claude
• soma-rmcpNode launcher package for the Soma RMCP runtime.
• server-ops-mcpGeneral-purpose server-ops MCP server: log troubleshooting, resource monitoring, code edit, Nginx & certificat
• io.github.inhuman/mcp-k8s-ephemeral-jobRuns a command in a throwaway Kubernetes pod and returns exit code, output and artifacts.
• cloud.serpent/salesforce-devopsPlan Salesforce deploys, open pull requests and trigger pipelines from your AI client.
• io.github.NanaGyamfiPrempeh30/k8s-troubleshoot-mcpRead-only Kubernetes diagnostics: pods, logs, events, workloads, services, PVCs and nodes.
• @hypnosis/docker-mcp-serverDocker for AI agents — containers, compose stacks, logs and databases, locally or over SSH.
• io.github.sergelogvinov/mimiops-mcpMimiOps is an opinionated MCP server for Kubernetes
• ai.kaiv/docker-factsDoes that Docker tag actually exist? Real tags, sizes and platforms, live from Docker Hub.
• io.github.sadri-dridi/docker-image-shapeCheck a Docker image name shape. Name discarded.
• io.github.sadri-dridi/ansible-okAnsible hosts group count, body discarded
• io.github.sadri-dridi/helm-chart-okHelm chart.yaml name shape, body discarded
• io.github.sadri-dridi/helm-okHelm chart.yaml name shape, body discarded
• io.github.sadri-dridi/k8s-kind-okKubernetes kind token, manifest discarded
• io.github.sadri-dridi/terraform-okTerraform block count, body discarded
• io.github.Ansarii/devops-code-auditorDetects database migration table locks, terraform cost leaks, and OWASP API flaws.
• @readystack/terraform-provider-pin-lintFinds the .tf lines a clean terraform init is still free to move
• 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