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
- Sentry
io.github.getsentry/sentry-mcpMCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants
- Grafana
io.github.grafana/mcp-grafanaAn MCP server giving access to Grafana dashboards, data and more.
- Auth0 MCP Server
com.auth0/mcpAuth0 MCP Server: Manage Auth0 applications, APIs, actions, logs, and forms using natural language
- SmartBear MCP
com.smartbear/smartbear-mcpMCP server for AI access to SmartBear tools, including BugSnag, Reflect, Swagger, PactFlow, QTM4J.
- Tracehub
io.github.mcpsmiths/tracehub-mcpQuery OTel traces across Jaeger, Tempo, Traceloop, Datadog, Sentry, X-Ray, New Relic, Honeycomb.
- Loki Mode
io.github.asklokesh/loki-modeAutonomous spec-to-product coding-agent CLI with an MCP server exposing 39 tools over stdio.
- Dynatrace Managed
io.github.dynatrace-oss/dynatrace-managed-mcpMCP server for Dynatrace Managed to access logs, events, and metrics.
- Lighthouse
io.github.priyankark/lighthouse-mcpMCP server for Google Lighthouse performance metrics
- Monitor
io.github.BetterDB-inc/monitorBetterDB MCP server - Valkey observability for Claude Code and other MCP clients
- Chronicle
io.github.Leviathan0x0/chronicle-mcpLocal MCP server to sync, clean, and index AI chat logs locally. Saves up to 40% context tokens.
Side by side
| # | Server | Runs | Tools | Downloads a week | Advisories | Licence |
|---|---|---|---|---|---|---|
| 1 | Sentry | Local, Remote | 0 | – | 0 | FSL-1.1-ALV2 |
| 2 | Grafana | Local, Remote | 0 | – | 0 | APACHE-2.0 |
| 3 | Auth0 MCP Server | Local | 0 | 4.1k | 0 | MIT |
| 4 | SmartBear MCP | Local, Remote | 0 | – | 0 | MIT |
| 5 | Tracehub | Local | 0 | – | 0 | APACHE-2.0 |
| 6 | Loki Mode | Local | 0 | 24k | 0 | BUSL-1.1 |
| 7 | Dynatrace Managed | Local | 0 | 445 | 0 | APACHE-2.0 |
| 8 | Lighthouse | Local | 0 | 955 | 0 | MIT |
| 9 | Monitor | Local | 0 | – | 0 | MIT |
| 10 | Chronicle | Local | 0 | – | 0 | MIT |
From the publishers' registry entries, package registries and advisory databases, as of 2026-11-03.