Best MCP Servers for Monitoring
Monitoring MCP servers give AI agents visibility into your systems. Query error trackers, analyze dashboards, search logs, and investigate incidents faster.
| # | Server | Score | Stars | Pricing |
|---|---|---|---|---|
| 1 | Sentry MCP Server Query Sentry issues, events, and error tracking data from AI agents. | 71/100 | 850 | open-source |
| 2 | Grafana MCP Server Query Grafana dashboards, data sources, and alerts from AI agents. | 70/100 | 780 | open-source |
| 3 | Axiom MCP Server Query and analyze logs, traces, and event data in Axiom from AI agents. | 64/100 | 420 | open-source |
| 4 | Datadog MCP Server Query Datadog metrics, logs, and monitors from AI agents. | 63/100 | 580 | open-source |
Detailed Reviews
Sentry MCP Server
Query Sentry issues, events, and error tracking data from AI agents.
Grafana MCP Server
Query Grafana dashboards, data sources, and alerts from AI agents.
Axiom MCP Server
Query and analyze logs, traces, and event data in Axiom from AI agents.
Datadog MCP Server
Query Datadog metrics, logs, and monitors from AI agents.
Frequently Asked Questions
What are the best MCP servers for monitoring & observability?
The top-rated MCP servers for monitoring & observability are Sentry MCP Server, Grafana MCP Server, Axiom MCP Server. These are ranked by our quality scoring algorithm based on maintenance, popularity, and verified status.
How are quality scores calculated?
Quality scores (0-100) are computed from maintenance recency (30%), install count (25%), GitHub stars (20%), verified status (15%), and documentation quality (10%).
How do I install an MCP server?
Most MCP servers can be installed with a single npx command. Click on any server to see its install command and MCP client configuration template.