Mcp K8s

Qu'est-ce que MCP-K8s ?

MCP-K8s, ou Model Control Protocol for Kubernetes, est un serveur conçu pour faciliter l'interaction avec les clusters Kubernetes à travers divers outils MCP. Ce projet vise à simplifier la gestion et l'orchestration des ressources Kubernetes, rendant plus facile pour les développeurs et les opérateurs de déployer et de gérer des applications dans un environnement cloud-native.

Fonctionnalités de MCP-K8s

• Intégration transparente : MCP-K8s s'intègre sans effort aux clusters Kubernetes existants, permettant aux utilisateurs de tirer parti de leur infrastructure actuelle sans changements significatifs.
• Interface conviviale : Le projet fournit une interface simple pour gérer les ressources Kubernetes, la rendant accessible aux utilisateurs de tous niveaux de compétence.
• Architecture extensible : MCP-K8s est construit avec l'extensibilité à l'esprit, permettant aux développeurs d'ajouter des fonctionnalités et des outils personnalisés selon les besoins.
• Documentation robuste : Une documentation complète est disponible, guidant les utilisateurs à travers l'installation, la configuration et l'utilisation du serveur MCP-K8s.
• Support communautaire : En tant que projet open-source, MCP-K8s bénéficie d'une communauté dynamique qui contribue à son développement et fournit un soutien aux utilisateurs.

Comment utiliser MCP-K8s

1. Installation : Commencez par cloner le dépôt MCP-K8s depuis GitHub. Utilisez la commande :

   git clone https://github.com/silenceper/mcp-k8s.git
   

2. Configuration : Après avoir cloné, naviguez vers le répertoire du projet et configurez les paramètres du serveur selon les exigences de votre cluster Kubernetes.
3. Exécution du serveur : Démarrez le serveur MCP-K8s en utilisant les scripts ou commandes fournis. Assurez-vous que votre cluster Kubernetes est en cours d'exécution et accessible.
4. Interaction avec le cluster : Utilisez les outils MCP pour interagir avec vos ressources Kubernetes. Vous pouvez déployer des applications, gérer des services et surveiller la santé du cluster via l'interface MCP-K8s.
5. Extension des fonctionnalités : Si nécessaire, explorez les options d'extensibilité pour ajouter des fonctionnalités personnalisées ou intégrer des outils supplémentaires qui correspondent à votre flux de travail.

Questions Fréquemment Posées

Q1 : Quel est le but principal de MCP-K8s ?

A1 : Le but principal de MCP-K8s est de fournir un serveur qui permet une interaction facile avec les clusters Kubernetes à travers divers outils, simplifiant la gestion des ressources Kubernetes.

Q2 : MCP-K8s est-il adapté aux débutants ?

A2 : Oui, MCP-K8s est conçu avec une interface conviviale et une documentation robuste, le rendant accessible aux utilisateurs ayant des niveaux d'expérience variés en Kubernetes.

Q3 : Puis-je contribuer au projet MCP-K8s ?

A3 : Absolument ! MCP-K8s est un projet open-source, et les contributions sont les bienvenues. Vous pouvez participer en signalant des problèmes, en soumettant des demandes de tirage ou en améliorant la documentation.

Q4 : Où puis-je trouver plus d'informations sur MCP-K8s ?

A4 : Plus d'informations, y compris des guides d'installation et des instructions d'utilisation, peuvent être trouvées sur la page de documentation officielle de MCP-K8s.

Q5 : Quelle licence utilise MCP-K8s ?

A5 : MCP-K8s est sous licence Apache-2.0, permettant une utilisation personnelle et commerciale avec une attribution appropriée.

mcp-k8s

A Kubernetes MCP (Model Control Protocol) server that enables interaction with Kubernetes clusters through MCP tools.

Features

• Query supported Kubernetes resource types (built-in resources and CRDs)
• Kubernetes resource operations with fine-grained control
  • Read operations: get resource details, list resources by type with filtering options
  • Write operations: create, update, and delete resources (each can be independently enabled/disabled)
  • Support for all Kubernetes resource types, including custom resources
• Connects to Kubernetes cluster using kubeconfig
• Helm support with fine-grained control
  • Helm releases management (list, get, install, upgrade, uninstall)
  • Helm repositories management (list, add, remove)
  • Each operation can be independently enabled/disabled

Preview

Interaction through cursor

Use Cases

1. Kubernetes Resource Management via LLM

• Interactive Resource Management: Manage Kubernetes resources through natural language interaction with LLM, eliminating the need to memorize complex kubectl commands
• Batch Operations: Describe complex batch operation requirements in natural language, letting LLM translate them into specific resource operations
• Resource Status Queries: Query cluster resource status using natural language and receive easy-to-understand responses

2. Automated Operations Scenarios

• Intelligent Operations Assistant: Serve as an intelligent assistant for operators in daily cluster management tasks
• Problem Diagnosis: Assist in cluster problem diagnosis through natural language problem descriptions
• Configuration Review: Leverage LLM's understanding capabilities to help review and optimize Kubernetes resource configurations

3. Development and Testing Support

• Quick Prototype Validation: Developers can quickly create and validate resource configurations through natural language
• Environment Management: Simplify test environment resource management, quickly create, modify, and clean up test resources
• Configuration Generation: Automatically generate resource configurations that follow best practices based on requirement descriptions

4. Education and Training Scenarios

• Interactive Learning: Newcomers can learn Kubernetes concepts and operations through natural language interaction
• Best Practice Guidance: LLM provides best practice suggestions during resource operations
• Error Explanation: Provide easy-to-understand error explanations and correction suggestions when operations fail

Architecture

1. Project Overview

An stdio-based MCP server that connects to Kubernetes clusters and provides the following capabilities:

• Query Kubernetes resource types (including built-in resources and CRDs)
• CRUD operations on Kubernetes resources (with configurable write operations)
• Helm operations for release and repository management

2. Technical Stack

• Go
• mcp-go SDK
• Kubernetes client-go library
• Helm v3 client library
• Stdio for communication

3. Core Components

1. MCP Server: Uses mcp-go's mcp-k8s package to create an stdio-based MCP server
2. K8s Client: Uses client-go to connect to Kubernetes clusters
3. Helm Client: Uses Helm v3 library for Helm operations
4. Tool Implementations: Implements various MCP tools for different Kubernetes operations

4. Available Tools

Resource Type Query Tools

• get_api_resources: Get all supported API resource types in the cluster

Resource Operation Tools

• get_resource: Get detailed information about a specific resource
• list_resources: List all instances of a resource type
• create_resource: Create new resources (can be disabled)
• update_resource: Update existing resources (can be disabled)
• delete_resource: Delete resources (can be disabled)

Helm Operation Tools

• list_helm_releases: List all Helm releases in the cluster
• get_helm_release: Get detailed information about a specific Helm release
• install_helm_chart: Install a Helm chart (can be disabled)
• upgrade_helm_chart: Upgrade a Helm release (can be disabled)
• uninstall_helm_chart: Uninstall a Helm release (can be disabled)
• list_helm_repositories: List configured Helm repositories
• add_helm_repository: Add a new Helm repository (can be disabled)
• remove_helm_repository: Remove a Helm repository (can be disabled)

Usage

mcp-k8s supports two communication modes:

1. Stdio Mode (Default)

In stdio mode, mcp-k8s communicates with the client through standard input/output streams. This is the default mode and is suitable for most use cases.

### Run in stdio mode (default)
{
    "mcpServers":
    {
        "mcp-k8s":
        {
            "command": "/path/to/mcp-k8s",
            "args":
            [
                "-kubeconfig",
                "/path/to/kubeconfig",
                "-enable-create",
                "-enable-delete",
                "-enable-update",
                "-enable-list",
                "-enable-helm-install",
                "-enable-helm-upgrade"
            ]
        }
    }
}

2. SSE Mode

In SSE (Server-Sent Events) mode, mcp-k8s exposes an HTTP endpoint to mcp client. You can deploy the service on a remote server (but you need to pay attention to security)

### Run in SSE mode
./bin/mcp-k8s -kubeconfig=/path/to/kubeconfig -transport=sse -port=8080 -host=localhost -enable-create -enable-delete -enable-list -enable-update -enable-helm-install
### This command will open all operations

mcp config

{
  "mcpServers": {
    "mcp-k8s": {
      "url": "http://localhost:8080/sse",
      "args": []
    }
  }
}

SSE mode configuration:

• -transport: Set to "sse" to enable SSE mode
• -port: HTTP server port (default: 8080)
• --host: HTTP server host (default: "localhost")

3. Docker environment

SSE Mode

1. Complete Example Assuming your image name is mcp-k8s and you need to map ports and set environment parameters, you can run:

docker run --rm -p 8080:8080 -i -v ~/.kube/config:/root/.kube/config ghcr.io/silenceper/mcp-k8s:latest -transport=sse

stdio Mode

{
  "mcpServers": {
    "mcp-k8s": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "-v",
        "~/.kube/config:/root/.kube/config",
        "--rm",
        "ghcr.io/silenceper/mcp-k8s:latest"
      ]
    }
  }
}

Getting Started

Direct Usage

You can directly download the binary for your platform from the releases page and use it immediately.

Go Install

go install github.com/silenceper/mcp-k8s/cmd/mcp-k8s@latest

Build

git clone https://github.com/silenceper/mcp-k8s.git
cd mcp-k8s
go build -o bin/mcp-k8s cmd/mcp-k8s/main.go

Command Line Arguments

Kubernetes Resource Operations

• -kubeconfig: Path to Kubernetes configuration file (uses default config if not specified)
• -enable-create: Enable resource creation operations (default: false)
• -enable-update: Enable resource update operations (default: false)
• -enable-delete: Enable resource deletion operations (default: false)
• -enable-list: Enable resource list operations (default: true)

Helm Operations

• -enable-helm-release-list: Enable Helm release list operations (default: true)
• -enable-helm-release-get: Enable Helm release get operations (default: true)
• -enable-helm-install: Enable Helm chart installation (default: false)
• -enable-helm-upgrade: Enable Helm chart upgrade (default: false)
• -enable-helm-uninstall: Enable Helm chart uninstallation (default: false)
• -enable-helm-repo-list: Enable Helm repository list operations (default: true)
• -enable-helm-repo-add: Enable Helm repository add operations (default: false)
• -enable-helm-repo-remove: Enable Helm repository remove operations (default: false)

Transport Configuration

• -transport: Transport type (stdio or sse) (default: "stdio")
• -host: Host for SSE transport (default "localhost")
• -port: TCP port for SSE transport (default 8080)

Integration with MCP Clients

mcp-k8s is an stdio-based MCP server that can be integrated with any MCP-compatible LLM client. Refer to your MCP client's documentation for integration instructions.

Security Considerations

• Write operations are strictly controlled through independent configuration switches
• Uses RBAC to ensure K8s client has only necessary permissions
• Validates all user inputs to prevent injection attacks
• Helm operations follow the same security principles with read operations enabled by default and write operations disabled by default

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