Best Monitoring and observability MCP servers (November 2026)

The 10 top ranked of 2605 servers in Monitoring and observability, ranked by what is known about each one today (2026-11-03). 247 of the 2,605 started in our own check.

No position on this page is paid for. How we rank

Quick picks

  1. Sentry io.github.getsentry/sentry-mcp

    MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants

    Install Compare with #2

  2. Grafana io.github.grafana/mcp-grafana

    An MCP server giving access to Grafana dashboards, data and more.

    Install Compare with #1

  3. Auth0 MCP Server com.auth0/mcp

    Auth0 MCP Server: Manage Auth0 applications, APIs, actions, logs, and forms using natural language

    Install Compare with #1

  4. SmartBear MCP com.smartbear/smartbear-mcp

    MCP server for AI access to SmartBear tools, including BugSnag, Reflect, Swagger, PactFlow, QTM4J.

    Install Compare with #1

  5. Tracehub io.github.mcpsmiths/tracehub-mcp

    Query OTel traces across Jaeger, Tempo, Traceloop, Datadog, Sentry, X-Ray, New Relic, Honeycomb.

    Install Compare with #1

  6. Loki Mode io.github.asklokesh/loki-mode

    Autonomous spec-to-product coding-agent CLI with an MCP server exposing 39 tools over stdio.

    Install Compare with #1

  7. Dynatrace Managed io.github.dynatrace-oss/dynatrace-managed-mcp

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

    Install Compare with #1

  8. Lighthouse io.github.priyankark/lighthouse-mcp

    MCP server for Google Lighthouse performance metrics

    Install Compare with #1

  9. Monitor io.github.BetterDB-inc/monitor

    BetterDB MCP server - Valkey observability for Claude Code and other MCP clients

    Install Compare with #1

  10. Chronicle io.github.Leviathan0x0/chronicle-mcp

    Local MCP server to sync, clean, and index AI chat logs locally. Saves up to 40% context tokens.

    Install Compare with #1

Side by side

#ServerRunsToolsDownloads a weekAdvisoriesLicence
1SentryLocal, Remote0–0FSL-1.1-ALV2
2GrafanaLocal, Remote0–0APACHE-2.0
3Auth0 MCP ServerLocal04.1k0MIT
4SmartBear MCPLocal, Remote0–0MIT
5TracehubLocal0–0APACHE-2.0
6Loki ModeLocal024k0BUSL-1.1
7Dynatrace ManagedLocal04450APACHE-2.0
8LighthouseLocal09550MIT
9MonitorLocal0–0MIT
10ChronicleLocal0–0MIT

From the publishers' registry entries, package registries and advisory databases, as of 2026-11-03.