Monitoring & Observability

MCP server for Sauce Labs API

Python Grafana FastMCP server/CLI with SSE, Streamable HTTP and STDIO transports

MCP server for Prometheus integration

A Model Context Protocol (MCP) server for monitoring macOS system resources

A Model-Controlled Panel for managing Amazon RDS instances

MCP server for retrieving issues from sentry.io

MCP server for LibreNMS management

aliyun observability mcp server

MCP server for retrieving issues from sentry.io

MCP server and tools for analyzing test and runtime logs.

Proof of Concept: AI-Powered Predictive Maintenance & Fault Diagnosis MCP Server - Industrial machinery condition monitoring, vibration analysis, bearing diagnostics, and ML-based anomaly detection through Model Context Protocol

Advanced Python Function Debugging with MCP Integration

MCP Server for Unraid API - provides tools to interact with an Unraid server's GraphQL API

MCP server for Coroot observability platform

An open-source MCP (Model Context Protocol) server for IBM Storage Insights, providing real-time observability for the data center. This server supports components such as Storage System Alerts, Notifications, Volume and System Details, Used/Usable Capacity tracking, and metric fetch (performance a…

MCP Linux Common Utility Server

MCP Server for Grafana API integration - enables AI assistants to query Grafana dashboards, datasources, and metrics

A docker MCP server

A Python-based tool to interact with Datadog API and fetch monitoring data

CloudWatch Logs MCP Server for accessing AWS CloudWatch logs