The real catalog of tools for AI agents

AI-powered Kubernetes diagnostics, RBAC analysis, security checks, and app deployment via MCP

Kubernetes MCP server for diagnosis, resource management, GitOps, and RBAC-enforced operations.

MCP server for managing Docker containers, images, networks, volumes, and registries

MCP server for Docker — manage containers, images, volumes, and compose services from your IDE

A Model Context Protocol (MCP) server for Kubernetes and OpenShift

TypeScript MCP server for AI-powered containerization workflows with Docker and Kubernetes support

Docker container management and Dockerfile analysis

Manage Docker (containers, images, Compose, Swarm, registries) via the Docker SDK and CLI.

MCP server for Docker — containers, health checks, Compose, logs, monitoring for AI agents

Manage dev container environments via MCP (Docker, DevPod, Codespaces).

MCP server and CLI that resolves config/env-var cascade across .env, docker-compose, and Kubernetes

Provides read access to your GKE and Kubernetes resources.

Manage AWS, Azure, GCP, Kubernetes, CI/CD, Docker, Terraform and more. 704 tools.

Capability-aware MCP server for Rancher-managed Kubernetes: discovery, resources, workflows.

Docker for AI agents — containers, compose stacks, logs and databases, locally or over SSH.

MCP server for managing Exoscale cloud infrastructure — compute, Kubernetes, DNS, databases, storage

MCP server for Komodo - manage Docker containers, servers, stacks, and deployments via AI

OpenShift/Kubernetes cluster management via the oc CLI for MCP clients

MimiOps is an opinionated MCP server for Kubernetes

Operate self-hosted OpenClaw and Hermes agent fleets on Docker or Kubernetes from MCP clients.