The AgentOps MCP Server provides observability and tracking data for AI agent operation, which is used for debugging and analyzing the success and failure of agents.

The Alibaba Cloud Observable MCP Service provides a series of tools to access products such as Alibaba Cloud Log Service SLS and Application Real - time Monitoring Service ARMS. It supports functions such as natural language to query conversion, log analysis, and performance monitoring.

The Dynatrace MCP Server is a remote service that allows developers to interact with the Dynatrace observability platform, integrating real-time monitoring data directly into the development workflow. It supports functions such as problem detection, log query, and security vulnerability analysis.

The Electron MCP Server is a server based on the Model Context Protocol (MCP), providing comprehensive automation, debugging, and observability capabilities for Electron applications. It implements AI-driven automation through the integration of the Chrome DevTools protocol, supporting real-time UI interactions, visual debugging, deep inspection, and development observability, and can work without modifying the target application's code.

Provide an MCP server for the SuzieQ network observability platform, supporting language models to query network status and statistical data through a REST API.

Honeycomb MCP is a Model Context Protocol server for interacting with Honeycomb observability data, supporting querying datasets across multiple environments.

This is a Claude MCP server demonstration project, which is used to show how to achieve system observability through a log reading tool, helping users analyze log errors and provide solutions.

A curated list of Model Context Protocol (MCP) servers in the DevOps field, covering categories such as infrastructure as code, container orchestration, CI/CD, monitoring and observability, security, and other practical tools.

sysctl-mcp is an extensible MCP protocol server for providing real-time operating system monitoring and supporting secure command execution, suitable for system observability, automation, and agent integration.

The New Relic MCP server is an unofficial community project that provides seamless integration with the New Relic observability platform. Query metrics, manage alerts, monitor applications, and interact with the entire observability stack through a unified interface.

Metoro MCP Server is an open-source server based on the Model Context Protocol that allows users to interact with Kubernetes clusters through the Claude desktop application and provides the function of querying the observability data of the cluster.

Honeycomb MCP is a server based on the Model Context Protocol that allows LLMs to directly query and analyze Honeycomb's observability data, supporting multi - environment dataset operations, SLO monitoring, and trigger analysis.