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Best MCP Servers for Monitoring & Observability
Observability MCP servers that let agents query metrics, logs, traces, and error reports - Grafana, Sentry, Prometheus, New Relic, and APM platforms. Many in this space are stale or archived; we audit for reliability and flag projects you should not depend on in production. Sorted by CheckMCP audit score.
9 servers, ranked by independent MCP Score. Click any to see its full security & quality audit.
| 01 | mcp-grafana grafana/mcp-grafana | ◆ repo★ 3.2k | 90A |
| 02 | last9-mcp-server last9/last9-mcp-server | ◆ repo★ 57 | 90A |
| 03 | metoro-mcp-server metoro-io/metoro-mcp-server | ◆ repo★ 50 | 82B |
| 04 | sentry-mcp getsentry/sentry-mcp | ◆ repo★ 740 | 70C |
| 05 | prometheus-mcp idanfishman/prometheus-mcp | ◆ repo★ 27 | 68D |
| 06 | newrelic-mcp cloudbring/newrelic-mcp | ◆ repo★ 13 | 68D |
| 07 | logfire-mcp pydantic/logfire-mcp | ◆ repo★ 161 | 43F |
| 08 | mcp-server-axiom axiomhq/mcp-server-axiom | ◆ repo★ 61 | 42F |
| 09 | honeycomb-mcp honeycombio/honeycomb-mcp | ◆ repo★ 43 | 38F |
Best MCP Servers for Monitoring & Observability — FAQ
What is the best MCP Servers for Monitoring & Observability MCP server?+
By CheckMCP's audit, mcp-grafana ranks highest in "Best MCP Servers for Monitoring & Observability" with an MCP Score of 90/100 (grade A). This page ranks 9 audited MCP servers by their vendor-neutral CheckMCP score (security, tool design, reliability, context-cost). Re-audit any of them at checkmcp.dev.
How are these MCP servers ranked?+
Every server on this page is independently audited by CheckMCP and scored 0–100 across weighted pillars — for live endpoints: security (OWASP MCP Top 10), tool design, schemas, reliability and context-cost; for repos: maintenance, license, adoption and documentation. Higher score = higher rank. No vendor pays for placement.
Are these MCP servers safe to use?+
Each listing links to a full CheckMCP report showing its grade, per-pillar breakdown and any security findings (tool poisoning, hardcoded secrets, the lethal trifecta). Grade A/B servers passed with no or only minor issues; check the individual report before connecting any server to sensitive data or tools.