Top Monitoring MCP Servers

🎖️ 🏠 ☁️ 📟 🍎 🪟 🐧 - Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections

🎖️ 🐍 🏠 ☁️ - Search dashboards, investigate incidents and query datasources in your Grafana instance

Sentry.io integration for error tracking and performance monitoring

Zabbix integration for hosts, items, triggers, templates, problems, data and more.

🎖️ 🏎️ 🏠 - Provides comprehensive integration with your [VictoriaMetrics instance APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances

🎖️ 🐍 ☁️ - Provides access to OpenTelemetry traces and metrics through Logfire

Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities

A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.（support CPU、Memory、Disk、Network、Host、Process）

Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster

🎖️ 🏎️ ☁️ - Query and interact with kubernetes environments monitored by Metoro

An MCP server that allows querying Loki logs through the Grafana API.

Debug your Container and Kubernetes workloads with an AI interface powered by eBPF.

Raygun API V3 integration for crash reporting and real user monitoring

Internet speed testing with network performance metrics including download/upload speed, latency, jitter analysis, and CDN server detection with geographic mapping

Model Context Protocol server for monitoring Operational Status of major digital platforms in Claude Desktop.

🎖️ 🏎️ ☁️ – Interact with Edge Delta anomalies, query logs / patterns / events, and pinpoint root causes and optimize your pipelines.

A Prometheus Model Context Protocol Server.