# Metoro Kubernetes Observability

> Use this tool when you need to troubleshoot issues, optimize performance, and understand complex microservice interactions in Kubernetes environments. It provides deep visibility into clusters without requiring code changes, allowing AI systems to query and analyze telemetry data collected from microservices. Ideal for DevOps teams seeking to leverage AI for Kubernetes observability and automated incident response in cloud-native environments.

Canonical page: https://skillsregistry.net/skills/metoro-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/metoro-mcp-server

## Description

This MCP server, developed by Metoro, enables AI assistants like Claude to interact with Kubernetes clusters through Metoro's observability platform. Built in Go, it exposes Metoro's APIs to allow querying and analyzing telemetry data collected from microservices using eBPF instrumentation. The implementation stands out by providing deep visibility into Kubernetes environments without requiring code changes. By connecting AI capabilities with Metoro's comprehensive cluster insights, this server enables AI systems to troubleshoot issues, optimize performance, and understand complex microservice interactions. It is particularly useful for DevOps teams seeking to leverage AI for Kubernetes observability, automated incident response, and performance optimization in cloud-native environments.

## Trust

- **Trust score (0–1):** 0.65
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** cloud-infra
- **Updated:** 2026-09-02

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/metoro-mcp-server)
- **Repository:** <https://github.com/metoro-io/metoro-mcp-server>

## 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": "metoro-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/metoro-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/metoro-mcp-server/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