Code and development

Docker and Kubernetes: tools for AI agents

Manage containers, images and clusters. The best matches among the MCP servers, command-line tools, web APIs and Claude Code plugins AptLynx checks every night, working ones first.

MCP servers

• io.github.rog0x/docker Runs on your computer
  Docker container management and Dockerfile analysis
• Googleapis: apply_k8s_manifest Verified publisher · Working at last check
  Applies a Kubernetes manifest to a cluster using server-side apply. This is similar to running `kubectl apply --server-side`.
• Mengi Cloud Verified publisher · Needs a sign-in or key
  Manage Kubernetes clusters, deployments, databases, secrets and observability on Mengi Cloud.
• Docker MCP Server Runs on your computer
  Manage Docker (containers, images, Compose, Swarm, registries) via the Docker SDK and CLI.
• devcontainer-mcp Runs on your computer
  Manage dev container environments via MCP (Docker, DevPod, Codespaces).
• Usefulapi Civo: civo_get_kubernetes_cluster Verified publisher · Working at last check
  Fetch one Kubernetes cluster: status, readiness, conditions, version and available upgrade, pools and their instances, network, firewall, CNI and installed…
• io.github.ofershap/docker Runs on your computer
  MCP server for Docker — manage containers, images, volumes, and compose services from your IDE
• io.github.alisaitteke/docker-mcp Runs on your computer
  MCP server for managing Docker containers, images, networks, volumes, and registries
• Usefulapi Upcloud: upcloud_list_kubernetes_clusters Verified publisher · Working at last check
  Managed Kubernetes clusters: name, uuid, zone, plan, state, network/CIDR, control-plane IP filter, labels and node groups (plan, count, state). UpCloud: GET…
• KSail Runs on your computer
  SDK for creating, managing, and operating Kubernetes clusters and workloads with ease.
• DevOps Agent Needs a sign-in or key
  Manage AWS, Azure, GCP, Kubernetes, CI/CD, Docker, Terraform and more. 704 tools.
• Ankra Verified publisher · Needs a sign-in or key
  Deploy and operate Kubernetes: clusters, stacks, apps, logs, metrics and security, with OAuth.

Command-line tools

• kind
  Run local Kubernetes cluster in Docker docker container kubernetes k8s cluster 容器 集群
• kubesess
  Manage multiple kubernetes cluster at the same time
• rke
  CNCF-certified Kubernetes distribution that runs entirely within Docker containers
• ktop
  Top-like tool for your Kubernetes clusters
• Docker Desktop
  App to build and share containerised applications and microservices
• dockerize
  Utility to simplify running applications in docker containers

Web APIs

• Amazon EC2 Container Service
  Amazon Elastic Container Service Amazon Elastic Container Service (Amazon ECS) is a highly scalable, fast, container management service. It makes it easy to…
• Kubernetes Engine API
  Builds and manages container-based applications, powered by the open source Kubernetes technology. analytics media
• Amazon Elastic Container Registry Public
  Amazon Elastic Container Registry Public Amazon Elastic Container Registry Public (Amazon ECR Public) is a managed container image registry service. Amazon…
• Amazon EC2 Container Registry
  Amazon Elastic Container Registry Amazon Elastic Container Registry (Amazon ECR) is a managed container image registry service. Customers can use the familiar…
• IBM Containers API
  Containers are virtual software objects that include all the elements that an app needs to run. A container has the benefits of resource isolation and…
• Docker HUB API
  Docker Hub is a service provided by Docker for finding and sharing container images with your team. It is the world's largest library and community for…

Claude Code plugins

• dataproc
  Manage Dataproc clusters and jobs. database
• crowdsec
  Operational skill for installing, configuring, operating, and debugging CrowdSec (cscli, LAPI/CAPI, hub, bouncers, WAF/AppSec) across bare-metal, Docker, and…
• mongodb-atlas
  Connect to MongoDB Atlas clusters only through the Atlas Managed MCP Server. Sign in with your Atlas account to explore data, manage collections, optimize…
• cockroachdb
  Connect Claude Code directly to your CockroachDB clusters for hands-on database work — explore schemas, write optimized SQL, debug queries, and manage…

Search for something more specific

Related topics

• GitHub and code hosting
• Databases
• Cloud and hosting
• Errors and monitoring
• APIs and testing
• Developer documentation
• Running code
• Security scanning
• Design tools
• Mobile apps

Listing text is written by each tool's maker; AptLynx lists tools and does not vouch for them.