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透過 MCP 與 K8sGPT 分析 Kubernetes 叢集問題

將 K8sGPT 作為 MCP 伺服器運行，讓代理程式掃描 Kubernetes 叢集、解釋不健康的資源，並以自然語言返回優先級別的修復線索。

透過 MCP 與 K8sGPT 分析 Kubernetes 叢集問題 是什麼？

此技能使 AI 代理程式能夠透過 MCP（Model Context Protocol）伺服器整合 K8sGPT，對 Kubernetes 叢集進行智慧分析。當代理程式觸發時，K8sGPT 會掃描叢集內不健康的資源（如 Pod、Node、Service 等），並以自然語言摘要問題，同時提供優先級排序的修復建議。這項整合支援在任何 MCP 相容的用戶端（如 Claude Desktop）中使用，讓開發者無需手動檢查日誌或執行複雜的 kubectl 指令，即可快速定位並解決叢集問題。安裝過程簡單，可透過 Homebrew 或原始碼編譯，但需注意預設 AI 提供者為 OpenAI，因此需要準備有效的 API 金鑰。該技能非常適合維運工程師、DevOps 團隊及任何需要即時 Kubernetes 叢集健康狀態與故障排除的場景。

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說明文件

透過 MCP 與 K8sGPT 分析 Kubernetes 叢集問題 是做什麼的？

將 K8sGPT 作為 MCP 伺服器運行，讓代理程式掃描 Kubernetes 叢集、解釋不健康的資源，並以自然語言返回優先級別的修復線索。

先決條件

一個可存取的 Kubernetes 叢集、K8sGPT，以及一個 MCP 相容用戶端

安裝

使用符合您環境的上游安裝或設定路徑：

  • brew install k8sgpt
  • brew tap k8sgpt-ai/k8sgpt
  • 從原始碼建置。k8sgpt Install Clang 或執行 brew install gcc。

來自上游的需求與注意事項：

  • K8sGPT 可與 Claude Desktop 整合，提供 AI 驅動的 Kubernetes 叢集分析。此整合需要 K8sGPT v0.4.14 或更新版本。
  • 分析器節點花費 160.109833ms
  • Node

基本用法或入門備註：

文件

來源

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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