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Best MCP Servers for Monitoring & Observability (2026)

The best MCP servers for monitoring and observability — query metrics, logs, traces, and alerts so AI agents can investigate incidents and report on system health.

Top 10 · ranked by installs, upvotes, stars and views · refreshed hourly

  1. World Monitor logo

    #1 World Monitor

    Why it’s hereMost popular in this category on AllMCPs

    Live global intelligence: real-time markets, conflicts, country risk, chokepoints, energy. 39 tools.

    Upvotes: 0Installs: 0GitHub stars: 89k
    Install
  2. Sentry MCP logo

    #2 Sentry MCP

    getsentry

    Why it’s hereCommunity pick

    Sentry.io integration for error tracking and performance monitoring

    Upvotes: 0Installs: 0GitHub stars: 947
    Install
  3. Anki MCP Server logo

    #3 Anki MCP Server

    Why it’s hereCommunity pick

    MCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect.

    Upvotes: 0Installs: 0GitHub stars: 535
    Install
  4. Homebutler logo

    #4 Homebutler

    Higangssh

    Why it’s hereCommunity pick

    All-in-one homelab management MCP server. Monitor system resources, manage Docker containers, Wake-on-LAN, scan networks, check open ports, and run alerts — across multiple servers via SSH. Single 10MB binary, zero dependencies.

    Upvotes: 0Installs: 0GitHub stars: 308
    Install
  5. Nightingale logo

    #5 Nightingale

    Why it’s hereCommunity pick

    Open-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI agent and MCP server.

    Upvotes: 0Installs: 0GitHub stars: 13k
    Install
  6. MCP Uptime Kuma logo

    #6 MCP Uptime Kuma

    Why it’s hereCommunity pick

    A Model Context Protocol (MCP) server for Uptime Kuma version 2.

    Upvotes: 0Installs: 0GitHub stars: 61
    Install
  7. Openstatus logo

    #7 Openstatus

    Why it’s hereCommunity pick

    Manage monitors, status pages, incidents and maintenances in your openstatus workspace.

    Upvotes: 0Installs: 0GitHub stars: 9.2k
    Install
  8. OneUptime logo

    #8 OneUptime

    Why it’s hereCommunity pick

    Manage incidents, alerts, monitors, status pages, on-call and telemetry in OneUptime.

    Upvotes: 0Installs: 0GitHub stars: 7.8k
    Install
  9. Dynatrace Managed MCP logo

    #9 Dynatrace Managed MCP

    Why it’s hereCommunity pick

    MCP server for Dynatrace Managed to access logs, events, and metrics.

    Upvotes: 0Installs: 0GitHub stars: 33
    Install
  10. Last9 MCP Server logo

    #10 Last9 MCP Server

    last9

    Why it’s hereCommunity pick

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

    Upvotes: 0Installs: 0GitHub stars: 63
    Install

Which Monitoring & Observability MCP server should you use?

When choosing a Model Context Protocol server for Monitoring & Observability, select verified or official listings if you need strict API security guarantees. For rapid local dev testing with Claude or Cursor, community-maintained tools offer zero-setup configuration blocks ready to copy-paste.

Frequently asked questions about Monitoring & Observability MCP servers

What is the best MCP server for monitoring?

Observability MCP servers connect agents to metrics, logs, and tracing backends. This page ranks the most-used ones across the directory.

Can an AI agent investigate an incident through MCP?

Yes — with a monitoring server, an agent can pull recent metrics, search logs, and correlate traces to help triage, all read-only if you scope it that way.

Which observability platforms have MCP servers?

Common ones include Prometheus/Grafana, Sentry, and various APM and log platforms — browse the full Monitoring category for more.