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MCP와 K8sGPT를 통한 Kubernetes 클러스터 문제 분석

K8sGPT를 MCP 서버로 실행하여 에이전트가 Kubernetes 클러스터를 스캔하고, 비정상 리소스를 설명하며, 우선순위가 지정된 복구 힌트를 자연어로 반환합니다.

MCP와 K8sGPT를 통한 Kubernetes 클러스터 문제 분석란 무엇인가요?

이 스킬은 K8sGPT를 MCP(Model Context Protocol) 서버로 실행하여 AI 에이전트가 Kubernetes 클러스터의 문제를 진단하고 해결할 수 있게 해줍니다. 에이전트는 K8sGPT를 통해 클러스터를 스캔하고, 비정상적인 리소스를 식별하며, 각 문제에 대한 설명과 우선순위가 매겨진 복구 힌트를 자연어로 제공받습니다. 이는 Claude Desktop과 같은 MCP 호환 클라이언트와 함께 사용하도록 설계되었으며, K8sGPT v0.4.14 이상이 필요합니다. 기본 AI 제공자는 OpenAI이며, API 키가 필요하지만 다른 제공자로 변경할 수도 있습니다. 개발자와 플랫폼 엔지니어는 수동으로 kubectl 명령어를 확인할 필요 없이 Kubernetes 클러스터 상태에 대한 실행 가능한 인사이트를 빠르게 얻을 수 있습니다. 이 스킬은 brew, 소스 빌드 등 다양한 설치 방식을 지원하며, 공식 K8sGPT 문서와 에이전트 스킬 익스체인지에서 자세한 내용을 확인할 수 있습니다.

지원 대상✓Claude Code✓Codex CLI~Cursor
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/analyze-kubernetes-cluster-issues-through-mcp-with-k8sgpt

즐겨 사용하는 AI에게 물어보기

이 에이전트 스킬이 미리 로드된 새 채팅을 엽니다.

문서

MCP와 K8sGPT를 통한 Kubernetes 클러스터 문제 분석은(는) 무엇을 하나요?

K8sGPT를 MCP 서버로 실행하여 에이전트가 Kubernetes 클러스터를 스캔하고, 비정상 리소스를 설명하며, 우선순위가 지정된 복구 힌트를 자연어로 반환합니다.

사전 요구 사항

접근 가능한 Kubernetes 클러스터, K8sGPT, MCP 호환 클라이언트

설치

환경에 맞는 업스트림 설치 또는 설정 경로를 사용하십시오:

  • brew install k8sgpt
  • brew tap k8sgpt-ai/k8sgpt
  • 소스에서 빌드. k8sgpt Clang 설치 또는 brew install gcc 실행.

업스트림의 요구 사항 및 주의 사항:

  • K8sGPT는 Claude Desktop과 통합되어 AI 기반 Kubernetes 클러스터 분석을 제공할 수 있습니다. 이 통합에는 K8sGPT v0.4.14 이상이 필요합니다.
  • Analyzer Node took 160.109833ms
  • Node

기본 사용법 또는 시작 참고 사항:

문서

출처

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

Academic Paper Citation Network Mapper

Builds citation networks from Semantic Scholar API and CrossRef DOI metadata. Visualizes paper influence graphs using NetworkX, identifies seminal works, and tracks research lineage across fields.

ACF Custom Fields REST Exposer

Exposes Advanced Custom Fields data through the WordPress REST API using register_rest_field and acf_format_value. Handles repeater fields, flexible content layouts, and gallery fields with proper serialization.

ACF Extended for Advanced Custom Fields Workflows

An ASE skill built around ACF Extended, the WordPress enhancement suite for Advanced Custom Fields that adds field types, admin improvements, front-end forms, options pages, and developer tooling. It is a practical fit for agents working inside complex WordPress content models and custom field workflows.

ACF to Gutenberg Block Migrator

Converts Advanced Custom Fields field groups into native Gutenberg blocks using the ACF Block API v2 and @wordpress/scripts build pipeline. Maps ACF repeaters, groups, and flexible content to InnerBlocks and block attributes with server-side rendering via acf_register_block_type().

Activepieces Open Source Workflow Automation

Activepieces is an open-source, self-hostable workflow automation platform with 200+ integrations. It provides a visual builder for creating automated workflows and exposes all its connectors as MCP servers for AI agent use.

ActivityWatch Cross-Platform Automated Time Tracker and Producti

ActivityWatch is a privacy-first, open-source automated time tracker that records application usage, browser activity, and AFK status across Windows, macOS, and Linux. With 16k+ GitHub stars, it provides detailed productivity analytics without sending data to external servers.

act Local GitHub Actions Runner

act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without pushing to GitHub. It is a standard tool for local Actions development and testing.

Add a browser review checkpoint before risky agent actions with

Use AgentClick when an agent should pause before risky commands, plans, drafts, or code changes so a human can inspect, edit, approve, or reject them in a purpose-built browser UI.

Add Claude design-system and accessibility workflows with UX/UI

Use UX/UI Agent Skills when Claude should generate tokens, component specs, accessibility audits, and framework-specific UI code from a repeatable design workflow.

Add executable smoke tests for shell scripts and CLIs before ref

Use Bats-core when an agent needs to turn fragile shell scripts or command-line workflows into something it can verify repeatedly after edits. The agent writes focused Bash tests for success paths, failure paths, and output contracts, then runs them locally or in CI before a refactor, release, or incident fix goes out.

Add graph-backed memory and context retrieval to agent workflows

Use Cognee to ingest project knowledge into graph and vector memory so agents can retrieve durable context across sessions and workflows.

Add IDE-style semantic code navigation and symbol-safe refactors

Give a coding agent symbol-aware lookup, cross-file rename, and structural edit tools before it starts making brittle text-only changes.

Add managed long-term memory to LangGraph agents with LangMem

Give LangGraph agents memory management and search tools so they can store, retrieve, and update durable facts across sessions.

Add multimodal lifelong memory to MCP and Python agents with Sim

Use SimpleMem to store, compress, index, and retrieve text or multimodal memories for agents through MCP or Python integrations.

Add persistent project memory and hook-driven synthesis with Cla

Keep Claude Code sessions grounded in prior decisions, project context, and daily handoff notes instead of starting from zero every time.

Add Postgres-native vector retrieval to agent and RAG workflows

Store embeddings beside application data in Postgres, create vector indexes, and query nearest neighbors for semantic search, RAG, recommendations, or agent memory retrieval.

Address GitHub PR review comments from the current branch with g

Find the open PR for the current branch, gather unresolved review comments, and drive a focused comment-resolution workflow with gh-authenticated context.

Add runtime guardrails to TypeScript agents with VoltAgent

Use VoltAgent to intercept, validate, and enforce input/output policies in TypeScript agent workflows.

Add temporal context memory to agent workflows with Zep

Use Zep as an external context layer for agents that need to store events, assemble temporal graph context, and retrieve relevant memory before model calls.

Adobe Firefly API Batch Image Generator

Calls Adobe Firefly

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