Skip to content
Agentmart
Submit a tool

AI agent tools for containers and Kubernetes

In this catalog, a containers and Kubernetes tool is one that builds, runs or operates containers and Kubernetes clusters. Our enrichment pass tags 45 listings with it: 25 MCP servers, 13 agent skills, 2 agent frameworks and 5 AI agents. By listing rank, the top MCP server is LLM Sandbox, the top agent skill is aws-ecs-fargate and the top AI agent is K8sGPT. 1 of the 45 is published by the vendor behind the product, and 40 were active in the last 30 days. 1 of the 25 MCP servers runs only as a remote server, with nothing to install locally. Each entry below links to its listing page, with grades, install commands and sources.

Updated Oct 26, 2026 · Built from catalog data; how we rank and grade

What the job is

Tagged listings
45
By type
25 MCP servers, 13 agent skills, 2 agent frameworks and 5 AI agents
Published by the vendor
1 of 45
Active in the last 30 days
40 of 45
Open source
44 of 45
MCP servers that run only remotely
1 of 25
Hosts named by the MCP servers
Claude Desktop (24), Claude Code (22), Codex (22)

Building blocks by type

The top entries of each type, by listing rank. Open a listing for its install command, grades and sources.

MCP servers 25 tagged

  1. 1
    LLM Sandbox

    vndee

    Securely run LLM-generated code in isolated containers across 7 languages and 3 container backends.

    • 1.1K GitHub stars
    • Most weekly downloads here (101.7K)
    • Active in the last 30 days

    ★ 1.1K↓ 101.7K/wkLast active Oct 21, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  2. 2
    Dot AI

    vfarcic

    AI-powered development platform for Kubernetes deployments and intelligent automation

    • Active in the last 30 days
    • Open source (MIT)

    ★ 338Last active Sep 28, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  3. 3
    kubeshark/mcp

    kubeshark

    Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS.

    • Most GitHub stars here (12,107)
    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 12.1KLast active Oct 21, 2026Local (stdio)Claude Desktop

  4. 4
    ProxmoxMCP-Plus

    RekklesNA

    Proxmox VE MCP server for VMs, LXCs, snapshots, backups, storage, and cluster operations.

    • Active in the last 30 days
    • Open source (MIT)

    ★ 615↓ 3.6K/wkLast active Oct 22, 2026Local (stdio)Claude Code, Codex, VS Code, Cursor +2

  5. 5
    Kubernetes MCP Server

    containers

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

    • 2.2K GitHub stars
    • Runs locally or as a remote server
    • Active in the last 30 days

    ★ 2.2K↓ 4.4K/wkLast active Oct 23, 2026Local (stdio), Remote (HTTP)Claude Code, Codex, VS Code, Cursor +2

Search MCP servers for containers and Kubernetes → All connectors

Agent skills 13 tagged

  1. 1
    aws-ecs-fargate

    devops-skills

    Deploy containers on ECS and Fargate.

    • Largest repository here (48,428 stars)
    • Active in the last 30 days
    • Open source (MIT)

    ★ 48.4KLast active Oct 24, 2026Claude Code, Claude apps, Codex, Cursor +6

  2. 2
    docker

    Companion-Inc

    Execute research code inside isolated Docker containers for safe replication, experiments, and benchmarks.

    • Repository has 10K stars
    • Active in the last 30 days
    • Open source (MIT)

    ★ 10KLast active Oct 24, 2026Claude Code, Claude apps, Codex, Cursor +6

  3. 3
    n8n-self-hosting

    czlonkowski

    Deploy a production self-hosted n8n end-to-end to a fresh Linux VM over SSH, using Docker Compose behind a Caddy reverse proxy with automatic HTTPS.

    • Repository has 6.5K stars
    • Active in the last 30 days
    • Open source (MIT)

    ★ 6.5KLast active Oct 24, 2026Claude Code, Claude apps, Codex, Cursor +6

  4. 4
    plano-deployment-security

    katanemo

    Apply Plano deployment and production security practices.

    • Repository has 7.1K stars
    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 7.1KLast active Oct 24, 2026Claude Code, Claude apps, Codex, Cursor +6

  5. 5
    holoscan-setup

    Holoscan Team <holoscan-team@nvidia.com>

    Assess a host and choose a Holoscan SDK 5.x installation method using release availability, CUDA 13 compatibility, and component needs.

    • Repository has 3.7K stars
    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 3.7KLast active Oct 21, 2026Claude Code, Claude apps, Codex, Cursor +6

Search agent skills for containers and Kubernetes → All skills

Agent frameworks 2 tagged

  1. 1
    kagent

    kagent (CNCF)

    Kubernetes-native framework and runtime for building and running AI agents as Kubernetes custom resources.

    • Most GitHub stars here (4,087)
    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 4.1KLast active Oct 24, 2026

  2. 2
    AgentScope Runtime

    Alibaba Tongyi Lab

    Python runtime for agent apps with tool sandboxing and streaming agent APIs; archived, with features moved to AgentScope 2.0.

    • Most weekly downloads here (2.8K)
    • Open source (Apache-2.0)
    • For Python

    ★ 878↓ 2.8K/wkLast active Jun 4, 2026

Search agent frameworks for containers and Kubernetes → All harnesses & sdks

AI agents 5 tagged

  1. 1
    K8sGPT

    K8sGPT

    Open-source CLI that scans Kubernetes clusters, diagnoses problems with built-in analyzers and explains them with an LLM.

    • Most GitHub stars here (8,276)
    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 8.3KLast active Oct 24, 2026

  2. 2
    HolmesGPT

    Robusta

    Open-source agent that investigates production incidents and finds root causes across Kubernetes, cloud and SaaS data sources.

    • 3.7K GitHub stars
    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 3.7KLast active Oct 22, 2026

  3. 3
    aurora

    Arvo-AI

    Open-source AI agent that investigates cloud and Kubernetes incidents, writes root-cause analyses and drafts fix pull requests.

    • Active in the last 30 days
    • Open source (Apache-2.0)

    ★ 443Last active Oct 23, 2026

  4. 4
    agent

    stakpak

    Open-source DevOps agent that runs 24/7 on your own machines, works on schedules and messages you only when it needs a person.

    • 1.8K GitHub stars
    • Open source (Apache-2.0)

    ★ 1.8KLast active Jul 6, 2026

  5. 5
    lucas

    a2wio

    In-cluster Kubernetes SRE agent that investigates pods and logs from Slack and can report only or remediate, with a SQLite dashboard.

    • Open source (MIT)

    ★ 361Last active Jun 8, 2026

Search AI agents for containers and Kubernetes → All agents

Questions

What are the top tools for containers and Kubernetes?
By listing rank, the top MCP server is LLM Sandbox, the top agent skill is aws-ecs-fargate and the top AI agent is K8sGPT. Rank weighs adoption, freshness, documentation and publisher identity; money never changes it.
How many tools does the catalog list for containers and Kubernetes?
45 listings are tagged for it: 25 MCP servers, 13 agent skills, 2 agent frameworks and 5 AI agents. Tags come from an automated enrichment pass over the top-ranked listings, so tools outside that pass are not counted.
Which AI apps do the MCP servers work with?
Of the 25 MCP servers, 24 list Claude Desktop, 22 list Claude Code and 22 list Codex as a supported host. Open a listing for its install command and the other hosts it names.
Which of these are published by the vendor itself?
1 of the 45 is published by the vendor behind the product, including Edgegap.

45 listings are tagged for this use case; the lists above show the top entries.

Related