Mcp K8s

Che cos'è MCP-K8s?

MCP-K8s, o Model Control Protocol per Kubernetes, è un server progettato per facilitare l'interazione con i cluster Kubernetes attraverso vari strumenti MCP. Questo progetto mira a semplificare la gestione e l'orchestrazione delle risorse Kubernetes, rendendo più facile per sviluppatori e operatori distribuire e gestire applicazioni in un ambiente cloud-native.

Caratteristiche di MCP-K8s

• Integrazione senza soluzione di continuità: MCP-K8s si integra senza sforzo con i cluster Kubernetes esistenti, consentendo agli utenti di sfruttare la propria infrastruttura attuale senza cambiamenti significativi.
• Interfaccia user-friendly: Il progetto fornisce un'interfaccia semplice per gestire le risorse Kubernetes, rendendolo accessibile a utenti di tutti i livelli di abilità.
• Architettura estensibile: MCP-K8s è costruito con l'estensibilità in mente, consentendo agli sviluppatori di aggiungere funzionalità e strumenti personalizzati secondo necessità.
• Documentazione robusta: È disponibile una documentazione completa che guida gli utenti attraverso l'installazione, la configurazione e l'uso del server MCP-K8s.
• Supporto della comunità: Essendo un progetto open-source, MCP-K8s beneficia di una comunità vivace che contribuisce al suo sviluppo e fornisce supporto agli utenti.

Come utilizzare MCP-K8s

1. Installazione: Inizia clonando il repository MCP-K8s da GitHub. Usa il comando:

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

2. Configurazione: Dopo aver clonato, naviga nella directory del progetto e configura le impostazioni del server secondo i requisiti del tuo cluster Kubernetes.
3. Esecuzione del server: Avvia il server MCP-K8s utilizzando gli script o i comandi forniti. Assicurati che il tuo cluster Kubernetes sia in esecuzione e accessibile.
4. Interazione con il cluster: Utilizza gli strumenti MCP per interagire con le tue risorse Kubernetes. Puoi distribuire applicazioni, gestire servizi e monitorare la salute del cluster attraverso l'interfaccia di MCP-K8s.
5. Estensione delle funzionalità: Se necessario, esplora le opzioni di estensibilità per aggiungere funzionalità personalizzate o integrare strumenti aggiuntivi che si adattano al tuo flusso di lavoro.

Domande Frequenti

D1: Qual è lo scopo principale di MCP-K8s?

R1: Lo scopo principale di MCP-K8s è fornire un server che consenta un'interazione facile con i cluster Kubernetes attraverso vari strumenti, semplificando la gestione delle risorse Kubernetes.

D2: MCP-K8s è adatto ai principianti?

R2: Sì, MCP-K8s è progettato con un'interfaccia user-friendly e una documentazione robusta, rendendolo accessibile a utenti con diversi livelli di esperienza in Kubernetes.

D3: Posso contribuire al progetto MCP-K8s?

R3: Assolutamente! MCP-K8s è un progetto open-source e le contribuzioni sono benvenute. Puoi partecipare segnalando problemi, inviando richieste di pull o migliorando la documentazione.

D4: Dove posso trovare ulteriori informazioni su MCP-K8s?

R4: Maggiori informazioni, comprese le guide all'installazione e le istruzioni per l'uso, possono essere trovate sulla pagina ufficiale della documentazione di MCP-K8s.

D5: Quale licenza utilizza MCP-K8s?

R5: MCP-K8s è concesso in licenza sotto la licenza Apache-2.0, che consente sia l'uso personale che commerciale con la dovuta attribuzione.

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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