metoro-mcp-server

metoro-mcp-server

Bridge Kubernetes observability data to LLMs via the Model Context Protocol.

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Metoro MCP Server is an implementation of the Model Context Protocol (MCP) that enables seamless integration between Kubernetes observability data and large language models. It connects Metoro’s eBPF-based telemetry APIs to LLM applications such as the Claude Desktop App, allowing AI systems to query and analyze Kubernetes clusters. This solution supports both authenticated and demo modes for accessing real-time cluster insights.

Key Features

Implements the Model Context Protocol (MCP) for data interchange
Connects Kubernetes cluster telemetry to LLM-powered tools
Exposes Metoro API endpoints to AI applications
Integrates with the Claude Desktop App
Supports both authenticated and public demo access
Built with Go for cross-platform usage
Enables real-time analysis of microservices workloads
No-code instrumentation with eBPF agents
Configurable via environment variables and JSON configuration
Facilitates AI-driven cluster monitoring and troubleshooting

Use Cases

Answering AI-driven questions about Kubernetes clusters
Automated operational monitoring via LLM interfaces
Enhancing developer IDEs with live cluster telemetry
Powering AI assistants for DevOps or SRE teams
Providing chat-based insights into microservices health
Testing observability workflows in a demo environment
Integrating external Kubernetes data into LLM-based applications
Custom AI workflows for cluster troubleshooting
Augmenting AI tools with production-grade telemetry data
Contextualizing alerts and incidents for AI-powered remediation

README

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metoro-mcp-server

This repository contains th Metoro MCP (Model Context Protocol) Server. This MCP Server allows you to interact with your Kubernetes cluster via the Claude Desktop App!

What is MCP (Model Context Protocol)?

You can read more about the Model Context Protocol here: https://modelcontextprotocol.io

But in a nutshell

The Model Context Protocol (MCP) is an open protocol that enables seamless integration between LLM applications and external data sources and tools. Whether you’re building an AI-powered IDE, enhancing a chat interface, or creating custom AI workflows, MCP provides a standardized way to connect LLMs with the context they need.

What is Metoro?

Metoro is an observability platform designed for microservices running in Kubernetes and uses eBPF based instrumentation to generate deep telemetry without code changes. The data that is generated by the eBPF agents is sent to Metoro's backend to be stored and in the Metoro frontend using our apis.

This MCP server exposes those APIs to an LLM so you can ask your AI questions about your Kubernetes cluster.

Demo

https://github.com/user-attachments/assets/b3f21e9a-45b8-4c17-8d8c-cff560d8694f

How can I use Metoro MCP Server?

  1. Install the Claude Desktop App.
  2. Make sure you have Golang installed. brew install go for mac or sudo apt-get install golang for ubuntu.
  3. Clone the repository: git clone https://github.com/metoro-io/metoro-mcp-server.git
  4. Navigate to the repository directory: cd metoro-mcp-server
  5. Build the server executable: go build -o metoro-mcp-server

If you already have a Metoro Account:

Copy your auth token from your Metoro account in Settings -> Users Settings. Create a file in ~/Library/Application Support/Claude/claude_desktop_config.json with the following contents:

json
{
  "mcpServers": {
    "metoro-mcp-server": {
      "command": "<your path to Metoro MCP server go executable>/metoro-mcp-server",
      "args": [],
      "env": {
          "METORO_AUTH_TOKEN" : "<your auth token>",
          "METORO_API_URL": "https://us-east.metoro.io"
       }
    }
  }
}

If you don't have a Metoro Account:

No worries, you can still play around using the Live Demo Cluster. The included token is a demo token, publicly available for anyone to use. Create a file in ~/Library/Application Support/Claude/claude_desktop_config.json with the following contents:

json
{
  "mcpServers": {
    "metoro-mcp-server": {
      "command": "<your path to Metoro MCP server go executable>/metoro-mcp-server",
      "args": [],
      "env": {
          "METORO_AUTH_TOKEN" : "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJjdXN0b21lcklkIjoiOThlZDU1M2QtYzY4ZC00MDRhLWFhZjItNDM2ODllNWJiMGUzIiwiZW1haWwiOiJ0ZXN0QGNocmlzYmF0dGFyYmVlLmNvbSIsImV4cCI6MTgyMTI0NzIzN30.7G6alDpcZh_OThYj293Jce5rjeOBqAhOlANR_Fl5auw",
          "METORO_API_URL": "https://demo.us-east.metoro.io"
       }
    }
  }
}
  1. Once you are done editing claude_desktop_config.json save the file and restart Claude Desktop app.
  2. You should now see the Metoro MCP Server in the dropdown list of MCP Servers in the Claude Desktop App. You are ready to start using Metoro MCP Server with Claude Desktop App!

Built with

This server is built on top of our Golang MCP SDK.

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Repository Owner

metoro-io
metoro-io

Organization

Repository Details

Language Go
Default Branch main
Size 333 KB
Contributors 2
License MIT License
MCP Verified Nov 12, 2025

Programming Languages

Go
100%

Tags

kubernetes Observability Go llm-integration

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