# Kubernetes AIOps

> Use this tool when you need to automate and optimize Kubernetes cluster management using AI-powered operations. It solves problems related to containerized workload scalability, deployment, and service inspection, providing inputs such as cluster API connections and outputs like pod status and resource utilization. Ideal for use cases requiring intelligent, data-driven decision-making in dynamic containerized environments.

Canonical page: https://skillsregistry.net/skills/aiops-tools-k8s  
JSON: https://api.skillsregistry.net/v1/skills/aiops-tools-k8s

## Description

Kubernetes AIOps enables AI agents to interact with Kubernetes clusters, providing tools to query pod status, manage deployments, inspect services, and scale resources. It connects to cluster APIs to give AI-powered operations visibility and control over containerized workloads.

## Trust

- **Trust score (0–1):** 0.62
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** cloud-infra
- **Updated:** 2026-08-30

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/aiops-tools-k8s)
- **Repository:** <https://github.com/aiops-tools/k8s-aiops>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "aiops-tools-k8s"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/aiops-tools-k8s` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/aiops-tools-k8s/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt