179 agent tools in this category, ranked by GitHub stars for now. Hands-on test results will replace this ranking as they finish.
The three most-starred tools here. Not tested together yet.
You are an advanced Docker containerization expert with comprehensive, practical knowledge of container optimization, security hardening, multi-stage builds, or
npx skills add sickn33/agentic-awesome-skills --skill docker-expertExpert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration.
npx skills add sickn33/agentic-awesome-skills --skill kubernetes-architectImplement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps p
npx skills add wshobson/agents --skill gitops-workflow| Tool | Stars | Last update | License | |
|---|---|---|---|---|
| docker-expert You are an advanced Docker containerization expert with comprehensive, practical knowledge of container optimization, security hardening, multi-stage SkillInstall · skills CLI | 49,642 | — | ||
| kubernetes-architect Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestrati SkillInstall · skills CLI | 49,642 | — | ||
| gitops-workflow Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementin SkillInstall · skills CLI | 42,470 | — | ||
| helm-chart-scaffolding Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm cha SkillInstall · skills CLI | 42,470 | — | ||
| istio-traffic-management Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh tra SkillInstall · skills CLI | 42,470 | — | ||
| k8s-manifest-generator Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use w SkillInstall · skills CLI | 42,470 | — | ||
| k8s-security-policies Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernete SkillInstall · skills CLI | 42,470 | — | ||
| linkerd-patterns Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic p SkillInstall · skills CLI | 42,470 | — | ||
| containerize-aspnet-framework Containerize an ASP.NET .NET Framework project by creating Dockerfile and .dockerfile files customized for the project. SkillInstall · skills CLI | 41,117 | — | ||
| containerize-aspnetcore Containerize an ASP.NET Core project by creating Dockerfile and .dockerfile files customized for the project. SkillInstall · skills CLI | 41,117 | — | ||
| github-actions-efficiency Audit GitHub Actions workflow efficiency and recommend fixes to reduce CI minutes and costs. SkillInstall · skills CLI | 41,117 | — | ||
| github-actions-hardening Security hardening reviewer for GitHub Actions workflow files (.github/workflows/*.yml). Reasons about the Actions threat model that pattern matchers SkillInstall · skills CLI | 41,117 | — | ||
| github-actions-runtime-upgrade-conventions Upgrade GitHub Actions to supported runtimes by selecting safe action versions, preserving workflow behavior, and validating post-upgrade execution. SkillInstall · skills CLI | 41,117 | — | ||
| github-codespaces-efficiency Audit and improve GitHub Codespaces efficiency. Use this skill when a user wants faster Codespaces startup, lower Codespaces spend, slim devcontainers SkillInstall · skills CLI | 41,117 | — | ||
| multi-stage-dockerfile Create optimized multi-stage Dockerfiles for any language or framework SkillInstall · skills CLI | 41,117 | — | ||
| auditing-kubernetes-cluster-rbac Auditing Kubernetes cluster RBAC configurations to identify overly permissive roles, wildcard permissions, dangerous ClusterRoleBindings, service acco SkillInstall · skills CLI | 36,058 | — | ||
| auditing-kubernetes-rbac-privilege-escalation Finds over-permissive RBAC roles and service-account token abuse paths in a Kubernetes cluster using kubectl auth can-i, rbac-police, kubectl-who-can, SkillInstall · skills CLI | 36,058 | — | ||
| escaping-containers-to-host Exploits privileged pods, host mounts, runC CVEs, and exposed Docker sockets to break out of a container and reach the underlying host during an autho SkillInstall · skills CLI | 36,058 | — | ||
| cognee-docker Use when the user wants to run cognee with Docker or docker compose — trying it out from the prebuilt image, starting the API server in a container, o SkillInstall · skills CLI | 33,295 | — | ||
| docker-development Use for any Dockerfile or docker-compose file to write, optimize or review, before editing it. Checks layers, caching, size and security with dockerfi SkillInstall · skills CLI | 29,745 | — | ||
| helm-chart-builder Use for any Helm chart to create, review or harden (values.yaml, templates, subcharts, RBAC, pod security), before editing it. Analyzes the chart with SkillInstall · skills CLI | 29,745 | — | ||
| kubesphere-devops-argocd Use when configuring ArgoCD in KubeSphere DevOps, including GitOps deployments, application management, SSO setup, or troubleshooting ArgoCD issues SkillInstall · skills CLI | 17,079 | — | ||
| kubesphere-devops-credentials Use when managing credentials in KubeSphere DevOps, including repository credentials, kubeconfig, and API tokens SkillInstall · skills CLI | 17,079 | — | ||
| kubesphere-devops-jenkins Use when configuring Jenkins in KubeSphere DevOps, including agent customization, LDAP/OIDC integration, build artifact retrieval, or troubleshooting SkillInstall · skills CLI | 17,079 | — | ||
| kubesphere-devops-overview Use when working with KubeSphere DevOps extension, CI/CD pipelines, Jenkins integration, or pipeline troubleshooting SkillInstall · skills CLI | 17,079 | — | ||
| kubesphere-devops-pipeline Use when creating, running, or managing CI/CD pipelines in KubeSphere DevOps, including pipeline API operations and run monitoring SkillInstall · skills CLI | 17,079 | — | ||
| kubesphere-devops-tenant Use when operating KubeSphere DevOps as a namespace-scoped tenant with limited permissions, without cluster-admin access, or when accessing DevOps thr SkillInstall · skills CLI | 17,079 | — | ||
| kubesphere-extension-management KubeSphere extension management Skill. Use when user requests to install, configure, upgrade, uninstall extensions, or query extension info/troublesho SkillInstall · skills CLI | 17,079 | — | ||
| kubesphere-fluid KubeSphere Fluid management Skill. Use when user asks to install or enable Fluid, check Fluid status, view Fluid pods/logs/CRDs, create or update Data SkillInstall · skills CLI | 17,079 | — | ||
| kubesphere-gateway KubeSphere Gateway extension management Skill (ingress-nginx based, uses Kubernetes Ingress API + Gateway CRD gateway.kubesphere.io/v2alpha2). For the SkillInstall · skills CLI | 17,079 | — | ||
| kubesphere-gateway-api KubeSphere Gateway API extension management Skill (Traefik based, uses Kubernetes Gateway API + GatewayProxy CRD gatewayapi.kubesphere.io/v1alpha1). T SkillInstall · skills CLI | 17,079 | — | ||
| kubesphere-multi-tenant-management KubeSphere multi-tenant management Skill. Use when user requests to create users, workspaces, projects, or assign roles/permissions. Supports user lif SkillInstall · skills CLI | 17,079 | — | ||
| kubesphere-network-extension-operations Operate the KubeSphere network extension. Use when Codex needs to install, upgrade, configure, enable, disable, or inspect the `network` extension; ma SkillInstall · skills CLI | 17,079 | — | ||
| kubesphere-openkruise KubeSphere OpenKruise management Skill. Use when user asks to install or enable OpenKruise, check OpenKruise status, view kruise pods/logs/CRDs, creat SkillInstall · skills CLI | 17,079 | — | ||
| kubesphere-servicemesh KubeSphere ServiceMesh extension management Skill (Istio + Kiali + Jaeger). Use this skill for the ServiceMesh extension Configuration (covers install SkillInstall · skills CLI | 17,079 | — | ||
| kubesphere-volcano KubeSphere Volcano job management Skill. Use when user asks to create, list, update, delete Jobs (Volcano Jobs), manage Queues, create PyTorch/TensorF SkillInstall · skills CLI | 17,079 | — | ||
| nodegroup NodeGroup operation Skill for the edgewize nodegroup project. Use this whenever the user wants to query, create, update, delete, bind, unbind, or trou SkillInstall · skills CLI | 17,079 | — | ||
| openpitrix KubeSphere OpenPitrix application management Skill. Use when users ask about KubeSphere App Store, OpenPitrix, Helm/YAML application templates, applic SkillInstall · skills CLI | 17,079 | — | ||
| opensearch Use when installing or configuring the OpenSearch extension for KubeSphere, which provides distributed search and analytics engine for storing logs, e SkillInstall · skills CLI | 17,079 | — | ||
| vector Use when installing or configuring the WizTelemetry Data Pipeline (vector) extension for KubeSphere, which provides data collection, transformation, a SkillInstall · skills CLI | 17,079 | — | ||
| whizard-auditing Use when working with WizTelemetry Auditing extension for KubeSphere, including installation, configuration, and audit query API SkillInstall · skills CLI | 17,079 | — | ||
| whizard-events Use when working with WizTelemetry Events extension for KubeSphere, including installation, configuration, and event query API SkillInstall · skills CLI | 17,079 | — | ||
| whizard-logging Use when working with WizTelemetry Logging extension for KubeSphere, including installation, configuration, and log query API SkillInstall · skills CLI | 17,079 | — | ||
| whizard-notification Use when working with WizTelemetry Notification extension for KubeSphere, including installation, configuration, troubleshooting, notification channel SkillInstall · skills CLI | 17,079 | — | ||
| whizard-telemetry Use when installing or configuring the WizTelemetry Platform Service extension for KubeSphere, which provides the common APIServer backend services fo SkillInstall · skills CLI | 17,079 | — | ||
| whizard-telemetry-ruler Use when working with WizTelemetry Ruler extension for KubeSphere, including installation, configuration, alerting rules management SkillInstall · skills CLI | 17,079 | — | ||
| wiztelemetry-tracing Use when working with WizTelemetry Tracing extension for KubeSphere, including installation, configuration, and tracing query API SkillInstall · skills CLI | 17,079 | — | ||
| kubernetes-specialist Use when deploying or managing Kubernetes workloads. Invoke to create deployment manifests, configure pod security policies, set up service accounts, SkillInstall · skills CLI | 12,349 | — | ||
| mirrord-prev-env Help users create and manage mirrord preview environments — running a modified service as an isolated pod in a shared Kubernetes cluster, scoped by an SkillInstall · skills CLI | 5,411 | — | ||
| mirrord-propagation-discovery Scans a live Kubernetes environment with `mirrord dump` to find an identifier mirrord can filter traffic on: a header, a `baggage` or `tracestate` mem SkillInstall · skills CLI | 5,411 | — | ||
| mirrord-quickstart Guide users from zero to their first working mirrord session — check system requirements, install mirrord via CLI, VS Code, or IntelliJ, run a first s SkillInstall · skills CLI | 5,411 | — | ||
| mirrord-temporal Helps DevOps engineers configure mirrord Operator's Temporal task queue splitting feature end-to-end. Generates the MirrordSplitConfig and MirrordProp SkillInstall · skills CLI | 5,411 | — | ||
| mirrord-up Helps users run multiple concurrent mirrord sessions from a single mirrord-up.yaml (compose-style multi-service local debugging). Use when the user me SkillInstall · skills CLI | 5,411 | — | ||
| airunway-aks-setup Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU assessment, provider setup, and fir SkillInstall · skills CLI | 3,201 | — | ||
| azure-kubernetes Plan, create, and configure production-ready Azure Kubernetes Service (AKS) clusters. Covers Day-0 checklist, SKU selection (Automatic vs Standard), n SkillInstall · skills CLI | 3,201 | — | ||
| azure-kubernetes-automatic-readiness Assess Kubernetes workloads and cluster configuration for AKS Automatic compatibility. Identifies incompatibilities, generates fixes, and guides migra SkillInstall · skills CLI | 3,201 | — | ||
| relay-deploy Set up a complete deployment configuration — Dockerfile, deployment manifest, environment config, and rollback procedure. Use when asked about "deploy SkillInstall · skills CLI | 2,918 | — | ||
| relay-docker Build production-ready Dockerfiles with multi-stage builds, security hardening, and docker-compose for local dev. Use when asked to "create Dockerfile SkillInstall · skills CLI | 2,918 | — | ||
| devops-automation CI/CD pipeline design with GitHub Actions, Docker, Kubernetes, Helm, and GitOps patterns SkillInstall · skills CLI | 2,836 | — | ||
| docker-best-practices Docker best practices including multi-stage builds, compose patterns, image optimization, and security SkillInstall · skills CLI | 2,836 | — | ||
| kubernetes-operations Kubernetes operations including manifests, Helm charts, operators, troubleshooting, and resource management SkillInstall · skills CLI | 2,836 | — | ||
| k8s-security-policies Implement Kubernetes security policies including NetworkPolicy, Pod Security Admission, and RBAC for production-grade security. Use when securing Kube SkillInstall · skills CLI | 2,003 | — | ||
| kubernetes-architect Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestrati SkillInstall · skills CLI | 2,003 | — | ||
| n8n-architect Use when the user explicitly wants to create, edit, validate, sync, or troubleshoot n8n workflows, asks about n8n nodes or automation, or wants to use SkillInstall · skills CLI | 1,657 | — | ||
| ecs AWS ECS container orchestration for running Docker containers. Use when deploying containerized applications, configuring task definitions, setting up SkillInstall · skills CLI | 1,175 | — | ||
| eks AWS EKS Kubernetes management for clusters, node groups, and workloads. Use when creating clusters, configuring IRSA, managing node groups, deploying SkillInstall · skills CLI | 1,175 | — | ||
| using-dbt-state Use when a user is enabling, configuring, optimizing, or debugging dbt State (the server-backed reuse mechanism that clones or skips nodes instead of SkillInstall · skills CLI | 762 | — | ||
| dockerfile-review Review a Dockerfile for image size, layer caching and running as root, and suggest fixes. SkillInstall · skills CLI | 502 | — | ||
| kubernetes-skill Prevent Kubernetes hallucinations by diagnosing and fixing failure modes: insecure workload defaults, resource starvation, network exposure, privilege SkillInstall · skills CLI | 478 | — | ||
| apple-container Apple's open-source `container` CLI to build, run, and manage OCI/Linux containers as lightweight per-container VMs on Apple-silicon macOS — no Docker SkillInstall · skills CLI | 454 | — | ||
| docker-ros2-development Best practices for Docker-based ROS2 development including multi-stage Dockerfiles, docker-compose for multi-container robotic systems, DDS discovery SkillInstall · skills CLI | 401 | — | ||
| aws-serverless-eda AWS serverless and event-driven architecture expert based on Well-Architected Framework. Use when building serverless APIs, Lambda functions, REST API SkillInstall · skills CLI | 378 | — | ||
| flux-controller-minor-releases Run the upstream Flux controller minor release procedure for helm-controller, image-automation-controller, image-reflector-controller, kustomize-contr SkillInstall · skills CLI | 244 | — | ||
| flux-controller-patch-releases Run the upstream Flux controller patch release procedure for helm-controller, image-automation-controller, image-reflector-controller, kustomize-contr SkillInstall · skills CLI | 244 | — | ||
| gitops-cluster-debug Debug and troubleshoot Flux CD on live Kubernetes clusters via the Flux MCP server — inspects Flux resource status, events and controller logs, traces SkillInstall · skills CLI | 244 | — | ||
| gitops-knowledge Flux CD and Flux Operator expert — answers questions and generates schema-validated YAML for all Flux CRDs (not repo auditing or live cluster debuggin SkillInstall · skills CLI | 244 | — | ||
| gitops-repo-audit Audit and validate Flux CD GitOps repositories by scanning local repo files (not live clusters) — runs Kubernetes schema validation, detects deprecate SkillInstall · skills CLI | 244 | — | ||
| remote-compute-modal Run GPU jobs on the user's own Modal account via host.compute.create('modal', provider_params={...}) — the create→submit→wait_for_notification flow, t SkillInstall · skills CLI | 229 | — | ||
| gitops-workflows GitOps deployment workflows with ArgoCD and Flux. Use this skill whenever the user mentions GitOps, ArgoCD, Flux, Flagger, Argo Rollouts, or continuou SkillInstall · skills CLI | 206 | — | ||
| k8s-troubleshooter Systematic Kubernetes troubleshooting and incident response. Use this skill whenever the user mentions Kubernetes, K8s, kubectl, pods, containers, or SkillInstall · skills CLI | 206 | — | ||
| hm-docker-clean Faxina segura de Docker no padrão Higher Mind (dados sagrados). Use quando o disco do Mac está cheio por causa do Docker, quando o Docker.raw inchou, SkillInstall · skills CLI | 197 | — | ||
| k8s_skill 当用户问题涉及 Kubernetes 集群运维、Workload 排障、资源与事件分析时加载本技能。 SkillInstall · skills CLI | 173 | — | ||
| tidb-cluster-inspector Comprehensive TiDB cluster inspection. Checks cluster topology, node health, slow queries, hot regions, TiKV storage status, PD scheduling, leader ske SkillInstall · skills CLI | 173 | — | ||
| docker ALWAYS activate when the user's query involves Docker in any way — even if it also matches other skills. If the words docker, Dockerfile, docker-compo SkillInstall · skills CLI | 125 | — | ||
| docker-patterns Best practices for Docker containerization and multi-stage builds SkillInstall · skills CLI | 120 | — | ||
| Victauri In-process MCP server for Tauri apps: DOM, IPC with bodies, Rust state, SQLite. Debug builds only. MCP serverGitHub-verified authorLocal · Cargo | 7 | Apache-2.0 | ||
| io.github.alisaitteke/docker-mcp MCP server for managing Docker containers, images, networks, volumes, and registries MCP serverGitHub-verified authorLocal · npm | 2 | — | ||
| ai.smithery/cpretzinger-ai-assistant-simple UPDATED 9/1/2025! NEW TOOLS! Use the Redis Stream tools with n8n MCP Client Node for use anywhere!… MCP serverBulk publisher · 213 entriesVerified domain · smithery.aiRemoteDown | — | — | ||
| Amazon ECS MCP Server AI-powered Amazon ECS workload management MCP serverVerified domain · ecs-mcp.us-east-1.api.awsLocal · PyPI | — | — | ||
| Amazon EKS MCP Server AI-powered Amazon EKS cluster management and troubleshooting MCP serverVerified domain · eks-mcp.us-east-1.api.awsLocal · PyPI | — | — | ||
| Ankra Deploy and operate Kubernetes: clusters, stacks, apps, logs, metrics and security, with OAuth. MCP serverVerified domain · ankra.aiRemoteSign-in needed | 0 | Apache-2.0 | ||
| Arcane RMCP Rust MCP server and CLI for Arcane Docker and container management. MCP serverVerified domain · dinglebear.aiLocal · npm | — | — | ||
| Arcane RMCP Arcane Docker and Compose management over MCP and CLI with authenticated stdio and HTTP. MCP serverVerified domain · dinglebear.aiLocal · npm | — | — | ||
| aws-serverless Design, build, deploy, test, and debug serverless applications with AWS Serverless services. PluginAnthropic marketplace | — | — | ||
| cloud.krova/mcp Provision and manage Krova Cloud Cubes — Firecracker microVMs with root access and no public IP. MCP serverVerified domain · krova.cloudLocal · npm | — | — | ||
| com.googleapis.container/mcp Provides read access to your GKE and Kubernetes resources. MCP serverVerified domain · container.googleapis.comRemote● LiveAPI key needed | — | — | ||
| com.mcparmory/runpod Launch, scale, and manage GPU pods and serverless endpoints across regions MCP serverVerified domain · mcparmory.comLocal · PyPI | — | — | ||
| com.thetempleofdoom.titan-mcp/titan GPU compute API: LLM inference (ornith-1.5) on RTX 4080, pay-per-credit in Bitcoin. MCP serverVerified domain · titan-mcp.thetempleofdoom.comRemoteDown | — | — | ||
| Containerization Assist TypeScript MCP server for AI-powered containerization workflows with Docker and Kubernetes support MCP serverGitHub-verified authorLocal · npm | — | — | ||
| Docker Compose Audit Security audit for docker-compose.yml — 25 checks: secrets, privileges, network, volumes, images. MCP serverGitHub-verified authorRemoteSign-in needed | — | — | ||
| Docker MCP Server Manage Docker (containers, images, Compose, Swarm, registries) via the Docker SDK and CLI. MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| Docker MCP Server MCP server for Docker — containers, health checks, Compose, logs, monitoring for AI agents MCP serverGitHub-verified authorLocal · npm | — | — | ||
| Docker MCP Server Docker for AI agents — containers, compose stacks, logs and databases, locally or over SSH. MCP serverGitHub-verified authorLocal · npm | — | — | ||
| Dockerfile Audit Hadolint-grade Dockerfile audit — 19 checks: secrets, privileges, supply chain, hygiene. MCP serverGitHub-verified authorRemoteSign-in needed | — | — | ||
| Hibira Create and manage Hibira realtime apps (Pusher protocol compatible) from your AI agent. MCP serverVerified domain · hibira.ioRemoteSign-in needed | — | — | ||
| io.github.antonio-mello-ai/mcp-proxmox Manage Proxmox VE clusters through AI assistants — VMs, containers, and more MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| io.github.apatilgtn/k8scortex-mcp Kubernetes MCP server: 75 tools for GKE, AKS, EKS, RBAC, audit logging, GitOps, multi-cluster. MCP serverGitHub-verified authorLocal · npm | — | — | ||
| io.github.CloudCorpRecords/clusterport Core kubectl operations: get, describe, logs, apply, scale, patch, rollout and explain. MCP serverBulk publisher · 430 entriesGitHub-verified authorLocal · npm | — | — | ||
| io.github.CloudCorpRecords/containerport Run core Docker container operations: list, run, inspect, logs, images and volumes. MCP serverBulk publisher · 430 entriesGitHub-verified authorLocal · npm | — | — | ||
| io.github.CloudCorpRecords/dockertag Audit image tags and OCI labels: pinning, lowercase repos, and the MCP server-name label. MCP serverBulk publisher · 430 entriesGitHub-verified authorLocal · npm | — | — | ||
| io.github.CloudCorpRecords/layercheck Dockerfile layer and waste analyzer: layer sizes biggest first, with deterministic waste flags. MCP serverBulk publisher · 430 entriesGitHub-verified authorLocal · npm | — | — | ||
| io.github.containers/kubernetes-mcp-server A Model Context Protocol (MCP) server for Kubernetes and OpenShift MCP serverGitHub-verified authorLocal · npm | — | — | ||
| io.github.Dave-London/pare-docker Pare Docker ג€” Structured Docker operations (ps, images, logs, build, compose) as typed JSON. MCP serverGitHub-verified authorLocal · npm | — | — | ||
| io.github.itsryanarmani/agentsandboxes A neutral index of cloud sandboxes for AI agents. MCP serverGitHub-verified authorRemote● LiveFree to try | — | — | ||
| io.github.kubeleash/kubeleash Kubernetes MCP server with RBAC-style, context-scoped guardrails for AI agents. MCP serverGitHub-verified authorLocal · Docker | — | — | ||
| io.github.kubently/kubently Troubleshoot Kubernetes agentically: natural-language cluster diagnosis via ask_kubently MCP serverGitHub-verified authorLocal · npm | — | — | ||
| io.github.kubeshark/mcp Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS. MCP serverGitHub-verified authorLocal · MCPB | — | — | ||
| io.github.lazogio/rabbit-mcp Contract-first MCP server for RabbitMQ: one typed tool per message contract, safe error recovery. MCP serverGitHub-verified authorLocal · NuGet | — | — | ||
| io.github.Lungshot/ninjaone MCP server for NinjaONE RMM with device management, monitoring, and automation MCP serverGitHub-verified author | — | — | ||
| io.github.Mangomunchr/farpy FARPY routes GPU workloads to qualified compute and returns verified artifacts and receipts. MCP serverGitHub-verified authorRemoteDown | — | — | ||
| io.github.manusa/podman-mcp-server A Model Context Protocol (MCP) server for container runtimes (Podman and Docker) MCP serverGitHub-verified authorLocal · npm | — | — | ||
| io.github.Michael-WhiteCapData/WhiteCapData-Dev Operate a k3s / Kubernetes cluster from your AI agent — safe-by-default MCP server. MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| io.github.nogoo9/no-crd Dynamic pod spawner & proxy for ephemeral AI agent workspaces on Kubernetes without CRDs MCP serverGitHub-verified authorLocal · npm | — | — | ||
| io.github.ocm-mcp-server/ocm-mcp-server Guardrailed fleet ops for AI agents: multi-cluster Kubernetes via OCM with policy, approval, audit. MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| io.github.ofershap/docker MCP server for Docker — manage containers, images, volumes, and compose services from your IDE MCP serverGitHub-verified authorLocal · npm | — | — | ||
| io.github.ohvenkat/hostinger-ssh-mcp MCP server for connecting Claude Code to a Hostinger VPS via SSH MCP serverGitHub-verified authorLocal · npm | — | — | ||
| io.github.oijusti/k8s-port-forward-mcp Kubernetes Port Forward — MCP Server: port-forward Kubernetes services with terminal integration MCP serverGitHub-verified authorLocal · npm | — | — | ||
| io.github.PapiScholz/nandi-proxmox-mcp Open-source MCP server for secure Proxmox node, VM, and LXC operations. MCP serverGitHub-verified authorLocal · npm | — | — | ||
| io.github.ParadoxInfinite/oriel Safety-gated AI control of Docker and Colima: containers, images, volumes, networks, Compose. MCP serverGitHub-verified authorLocal · Docker | — | — | ||
| io.github.rex/rancher-mcp Capability-aware MCP server for Rancher-managed Kubernetes: discovery, resources, workflows. MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| io.github.rog0x/docker Docker container management and Dockerfile analysis MCP serverGitHub-verified authorLocal · npm | — | — | ||
| io.github.sanjeevkkansal/solfleet Agent-safe fleet management for independent Solana validators and RPC nodes MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| io.github.sophotechlabs/kube-lint-mcp Validate Kubernetes manifests, Helm charts, Kustomize overlays, and FluxCD resources MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| io.github.SurgeX-Labs/awx-mcp-server Control AWX/Ansible Tower through natural language - 49 tools for automation MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| io.github.SystemCraftsman/strimzi-kafka-cli Manage Apache Kafka on Kubernetes via Strimzi. Clusters, topics, users, connectors, MM2. MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| io.github.txn2/kubefwd Kubernetes port forwarding for local development with automatic /etc/hosts entries. MCP serverGitHub-verified authorLocal · MCPB | — | — | ||
| Janus Secure Kubernetes MCP server: scoped, redacted diagnostics and human-approved writes MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| jobd Self-hostable GPU-aware job broker: submit, route by VRAM, babysit jobs across machines via MCP. MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| K8gentS — Kubernetes RCA MCP Server Kubernetes RCA agent that sandboxes its own AI with OPA Gatekeeper. MCP-ready for any client. MCP serverGitHub-verified authorLocal · Docker | — | — | ||
| k8s AIops Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audit labels. MCP serverGitHub-verified authorLocal · PyPI | 0 | MIT | ||
| kasm-use Computer-use for Kasm Workspaces: lets AI agents see and drive your Kasm desktops over KasmVNC. MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| Komodo MCP Server MCP server for Komodo - manage Docker containers, servers, stacks, and deployments via AI MCP serverGitHub-verified authorLocal · npm | — | — | ||
| KSail SDK for creating, managing, and operating Kubernetes clusters and workloads with ease. MCP serverGitHub-verified authorLocal · Docker | — | — | ||
| kube-noob Kubernetes, OpenShift, ROSA HCP, Helm and RHACS audit, debugging and cited docs. No AI inside. MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| KubeDrive Your Kubernetes clusters for AI agents through the KubeDrive desktop app, without a kubeconfig. MCP serverGitHub-verified authorLocal · MCPB | — | — | ||
| KubeStellar MCP AI-powered Kubernetes diagnostics, RBAC analysis, security checks, and app deployment via MCP MCP serverGitHub-verified authorLocal · Docker | — | — | ||
| Limrun Cloud iOS simulators and Android emulators your agent can create, drive, and throw away. MCP serverVerified domain · limrun.comRemoteSign-in needed | — | — | ||
| MCP Modal Server MCP server for managing Modal apps, containers, volumes, and secrets. MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| MCP Podman MCP server for Podman container management via the Podman REST API MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| Mengi Cloud Manage Kubernetes clusters, deployments, databases, secrets and observability on Mengi Cloud. MCP serverVerified domain · mengi.cloudRemoteSign-in needed | — | — | ||
| MimiOps mcp server for Kubernetes MimiOps is an opinionated MCP server for Kubernetes MCP serverGitHub-verified authorLocal · Docker | — | — | ||
| MQTT MCP server for MQTT 5.0 brokers (publish, subscribe, topic discovery). MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| n8n Pro MCP Manage self-hosted n8n (incl. queue mode): workflows, executions, users, audit — 51 tools. MCP serverGitHub-verified authorLocal · npm | — | — | ||
| Nora Operate self-hosted OpenClaw and Hermes agent fleets on Docker or Kubernetes from MCP clients. MCP serverGitHub-verified authorLocal · npm | — | — | ||
| Proxmox MCP is an opinionated MCP server Proxmox MCP is an opinionated MCP server MCP serverGitHub-verified authorLocal · Docker | — | — | ||
| Proxmox VE Monitor and manage Proxmox VE clusters: VMs, containers, storage and backups. Read-only by default. MCP serverGitHub-verified authorLocal · Docker | — | — | ||
| Purgatorium (p9m) Self-hosted Docker sandboxes for agents: create one, deploy a compose stack, read its files and URLs MCP serverGitHub-verified authorRemoteDown | — | — | ||
| Purgatory (p7y) Self-hosted Docker sandboxes for agents: create one, deploy a compose stack, read its files and URLs MCP serverGitHub-verified authorRemoteDown | — | — | ||
| Purgatory (p7y) Self-hosted Docker sandboxes for agents: create one, deploy a compose stack, read its files and URLs MCP serverGitHub-verified authorRemoteDown | — | — | ||
| Radar Kubernetes MCP Server Kubernetes MCP server for diagnosis, resource management, GitOps, and RBAC-enforced operations. MCP serverGitHub-verified authorLocal · Docker | — | — | ||
| Runtime Cloud Linux microVM sandboxes for AI agents: run commands, files, processes, pause and wake. MCP serverVerified domain · withruntime.comLocal · npm | — | — | ||
| rust-proxmoxmcp Proxmox VE MCP server for many clusters: guest protection, plan/approve/apply change control. Rust. MCP serverGitHub-verified authorLocal · Docker | — | — | ||
| Sandbox as a Service Give an agent a real Linux VM: run commands, move files, expose a preview URL, destroy it. MCP serverVerified domain · sandbox-as-a-service.comLocal · MCPB | — | — | ||
| Sandbox Env MCP Persistent Docker/SSH sandbox for AI agents: shell exec, file ops, audit log. MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| Sandboxer Cloud Linux VMs for your agent: run code, Docker, files and HTTPS previews in a Sandboxer microVM. MCP serverVerified domain · sandboxer.comLocal · npm | — | — | ||
| Sparkplug B MCP server for Sparkplug B: node/device discovery, metrics, commands, host state over MQTT. MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| Superserve MCP server for Superserve sandboxes: create, exec, and manage Firecracker microVMs MCP serverGitHub-verified authorLocal · npm | — | — | ||
| Tabfleet Launch, inspect, control, and share isolated cloud browsers for your agents. MCP serverVerified domain · tabfleet.comRemoteSign-in needed | — | — | ||
| Talos MCP server for Talos Linux Talos MCP is an opinionated MCP server for Talos Linux MCP serverGitHub-verified authorLocal · Docker | — | — | ||
| Tidesman A free native MCP server for running and debugging Linux containers with Apple's container tool. MCP serverVerified domain · tidesman.devLocal · MCPB | — | — | ||
| VMware AVI VMware AVI (NSX ALB) load balancer plus AKO Kubernetes ops — 28 MCP tools. MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| VMware VKS vSphere with Tanzu (VKS): Namespace and TanzuKubernetesCluster lifecycle. Requires vSphere 8.x+. MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| VRAMfarm GPU Cloud Rent EU cloud GPUs per minute: pick a card by VRAM and price, launch, get SSH, stop. MCP serverVerified domain · vramfarm.comRemote● LiveAPI key needed | — | — | ||
| VRAMGlass Live GPU prices, VRAM requirements and local LLM hardware planning from VRAMGlass. MCP serverVerified domain · vramglass.comRemoteSign-in needed | — | — | ||
| WBX Sandbox Firecracker microVM sandboxes for AI agents: run code, jobs and batches with per-job cost caps. MCP serverVerified domain · wbx.czRemoteSign-in needed | — | — | ||
| Whiskers Governed Docker and Kubernetes operations for AI agents: scoped keys, guardrails, human approvals. MCP serverGitHub-verified authorLocal · Docker | — | — | ||
| Willform Agent Deploy containers on Kubernetes with x402 billing. 9 workload types and source builds. MCP serverVerified domain · willform.aiRemoteDown | — | — | ||
| Workflow MCP Session-bound Docker workflow server through Codex. State is discarded with the container. MCP serverGitHub-verified authorLocal · Docker | — | — | ||
| XenMCP Docker agent Read-only MCP server for one Docker host: containers, inspect, logs, stats, events. No exec. MCP serverVerified domain · xenmcp.comLocal · Docker | — | — |
Filters apply to the top 179 of 179 tools by stars. Full list for agents: cloud-containers.json