DevOps & infrastructure

Containers, orchestration, and infrastructure as code. 686 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
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
@stackql/mcp-serverStackQL MCP server - SQL-native query and provisioning engine for cloud infrastructure, served over MCP. Downl
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.
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
@tocharianou/mcp-server-kibanaKibana MCP Server
@murzirius/vps-guardian-mcpSecure SSH client launcher for the VPS-Guardian-MCP server.
supply-chain-guardOpen-source supply-chain security scanner, local and offline. Matches known-malicious packages, extensions, pl
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
impreza-mcpModel Context Protocol server for Impreza Host — privacy-first, no-KYC hosting an AI agent can run end-to-end:
@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
kubeview-mcpRead-only MCP server enabling code-driven AI analysis of Kubernetes clusters
ncloud-mcp-serverMCP server for managing Naver Cloud Platform (Ncloud) infrastructure — Public, Government and Financial zones
@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
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-
@aicommander/mcpRemote shell and long-running background jobs for AI agents. Let Claude, Codex, ChatGPT or any MCP client run
@dockndevai/mcp-azureModel Context Protocol server for Azure (Resource Manager) — inventory, tags, VM power, and lifecycle with gov
@wyrdsekai/codezaiku-mcpRuns CodeZaiku, a coding and development harness on local models (Ollama, llama.cpp) or hosted APIs, as an MCP
@dockndevai/mcp-percona-pgModel Context Protocol server for the Percona Operator for PostgreSQL — manage PostgreSQL + PgBouncer clusters
@dockndevai/mcp-kafkaModel Context Protocol server for Apache Kafka — monitor and manage clusters, topics, and consumer groups with
@dockndevai/mcp-azure-devopsModel Context Protocol server for Azure DevOps — boards, repos, pipelines, and projects with governance contro
@yawlabs/ssh-mcpSSH MCP server: run remote commands, transfer files over SFTP, manage ssh-agent keys and known_hosts, and 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
io.github.sergelogvinov/mimiops-mcpMimiOps is an opinionated MCP server for Kubernetes
@samik081/mcp-komodoManage Komodo through AI assistants
@fndchagas/coolify-mcpMCP server for Coolify — deploy, diagnose, and manage applications, databases, services, backups, and servers
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.
@dinglebear/synapseMCP server and CLI for host and container operations: Docker and Compose control, SSH, host inspection, logs,
dokploy-mcp-serverA comprehensive Model Context Protocol (MCP) server for Dokploy - deploy apps, manage containers, databases, d
almxppmcpnpx launcher for the ALM XPP MCP server - D365 F&O: 90 AI tools over 200K+ indexed objects, 25M+ cross-referen
nandi-proxmox-mcpOpen source Proxmox MCP server for secure VM/CT operations. Powered by NANDI Services.
@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
@rootpilot/mcp-ssh-diagnoseMCP server that safely collects read-only diagnostics from your servers over SSH. Bring your own LLM; the mode
@sota-io/mcpMCP server for sota.io — EU-native DevOps PaaS. Deploy web apps via AI agents with managed PostgreSQL, zero-do
dingdawg-devops-agentGovernance receipts for AI agents — DevOps deployment checks, incident response, and infra review, with signed
guardvibeSecurity infrastructure your AI can't be — deterministic, current past your model's training cutoff, whole-rep
cloudforge-mcpMCP server for CloudForge — visualise cloud diagrams, generate Terraform, and manage infrastructure with AI
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
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.
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
ansible-galaxy-mcpSearch Ansible collections and roles on Ansible Galaxy. No key required.
docker-hub-mcpLook up Docker images, tags, and pull counts from Docker Hub. No key required.
terraform-registry-mcpTerraform providers and modules from the registry. No key required.
helm-mcpThe full Helm CLI surface as 46 MCP tools, backed by the Helm v3 and v4 Go SDKs.
io.mtdt/mtdtmtdt.io MCP: Salesforce DevOps platform connector (metadata deployments, backups and more)
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