Best MCP Servers for Monitoring & Observability (2026)
Observability servers that let an AI client read the same signals you do: Netdata for infrastructure metrics, Sentry for errors, VictoriaMetrics for Prometheus-style metrics, Dynatrace for enterprise APM, and Opik plus Langfuse for LLM tracing and evaluation.
This page collects the 9 MCP servers in our directory that genuinely cover monitoring & observability — together they have 80,267 GitHub stars, and 0 of them run as hosted services you can connect to without installing anything. The highest-rated options are netdata/netdata#Netdata, getsentry/sentry-mcp, Comet-ML/Opik-MCP.
How to choose
Use Sentry MCP for error triage, Netdata or VictoriaMetrics for metrics, and Opik or Langfuse if what you are monitoring is an LLM application.
netdata/netdata#Netdata
by netdata
🎖️ 🏠 ☁️ 📟 🍎 🪟 🐧 - Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections
npx -y netdata-netdata-netdatagetsentry/sentry-mcp
by getsentry
🐍 ☁️ - Sentry.io integration for error tracking and performance monitoring
npx -y @sentry/mcp-server@latestComet-ML/Opik-MCP
by comet-ml
🎖️ 📇 ☁️ 🏠 - Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.
npx -y -y opik-mcplangfuse/mcp-server-langfuse
by langfuse
🐍 🏠 - MCP server to access and manage LLM application prompts created with ) Prompt Management.
npx -y @modelcontextprotocol/inspectorVictoriaMetrics-Community/mcp-victoriametrics
by VictoriaMetrics-Community
🎖️ 🏎️ 🏠 - Provides comprehensive integration with your and for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances
npx -y victoriametrics-community-mcp-victoriametricsdynatrace-oss/dynatrace-mcp
by dynatrace-oss
🎖️ 📇 ☁️ 🍎 🪟 🐧 - Leverage AI-driven observability, security, and automation to analyze anomalies, logs, traces, events, metrics.
npx -y -y @dynatrace-oss/dynatrace-mcp-serveravivsinai/langfuse-mcp
by avivsinai
🐍 ☁️ - Query Langfuse traces, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.
npx -y skillsseekrays/mcp-monitor
by seekrays
🏎️ 🏠 - 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.（
npx -y seekrays-mcp-monitorVictoriaMetrics-Community/mcp-victorialogs
by VictoriaMetrics-Community
🎖️ 🏎️ 🏠 - Provides comprehensive integration with your and for working with logs, investigating and debugging tasks related to your VictoriaLogs instances.
npx -y victoriametrics-community-mcp-victorialogsFrequently asked questions
What is the most popular MCP server for Monitoring & Observability?
netdata/netdata#Netdata leads this list with 78,713 GitHub stars. 🎖️ 🏠 ☁️ 📟 🍎 🪟 🐧 - Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections
Are these Monitoring & Observability MCP servers free to use?
9 of the 9 servers here publish a license in the directory (GPL-3.0, NOASSERTION, Apache-2.0). 0 of them run as hosted services you can connect to remotely; the rest you install and run yourself. Hosted services may have their own pricing.
How do I choose an MCP server for Monitoring & Observability?
Use Sentry MCP for error triage, Netdata or VictoriaMetrics for metrics, and Opik or Langfuse if what you are monitoring is an LLM application.