Best Grafana MCP Servers
Grafana is an open-source analytics and monitoring platform that allows users to query, visualize, and alert on metrics from various data sources. It provides interactive dashboards for time-series data visualization and is widely used for infrastructure monitoring.
Why this server?
Integrates with Grafana dashboards for visualizing fleet telemetry, conservation law metrics, and agent status.
AlicenseAqualityCmaintenanceEnables Claude Code to query and control the SuperInstance fleet, including fleet status, conservation law checks, semantic search, and agent registry.83 npmMITWhy this server?
Grafana Cloud is supported as a bring-your-own metrics backend (LOG10X_CUSTOMER_METRICS_URL / _TYPE / _AUTH) for per-pattern volume and cost series.

Log10x MCP Serverofficial
AlicenseAqualityBmaintenanceEnables AI assistants to query per-pattern log cost attribution, investigate cost spikes and incidents, and surface savings opportunities in plain English. It exposes the 10x platform's tools for log analysis, savings estimation, pattern mitigation, and event retrieval, with read-only demo mode available without an API key.55821 npm1MITWhy this server?
Provides integration for visualizing time-series data and analytics within Grafana dashboards.
AlicenseAqualityAmaintenanceArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vector Embeddings.101,158Apache 2.0Why this server?
Provides tools for querying and analyzing logs from Grafana Loki, including tailing container logs, raw LogQL range and instant queries, listing containers/labels/values, discovering log patterns, and ranking log volume.
AlicenseAqualityBmaintenanceAn MCP server for Grafana Loki that enables LLMs to query, tail, and analyze logs, featuring fuzzy container-name matching, compact output, and tools for log patterns, volume, and label discovery. It can run as a local stdio server or a containerized HTTP service.9MITWhy this server?
Export traces to Grafana (via Tempo or Grafana Cloud) for observability.
AlicenseBqualityDmaintenanceManages Kubernetes clusters through kubectl and Helm operations including pod cleanup, node management, and troubleshooting.236,915 npmMITWhy this server?
Provides visibility into Grafana container health and logs through the container inspection tools.
AlicenseAqualityCmaintenanceEnables secure, read-only inspection of a VPS over SSH through approved operations such as system health, disk usage, container logs, and service status, without giving the AI unrestricted shell access.81MITWhy this server?
Provides comprehensive access to Grafana UI component library, including TypeScript source code, MDX documentation, Storybook stories, test files, design system tokens (colors, typography, spacing), and component dependency analysis for the Grafana React components.

Grafana UI MCP Serverofficial
AlicenseCqualityDmaintenanceProvides AI assistants with comprehensive access to Grafana's React component library, including TypeScript source code, MDX documentation, Storybook examples, test files, and design system tokens for building Grafana-compatible interfaces.17 npm9MITWhy this server?
Inbound adapter to forward Grafana Loki alerts into Mushi.
AlicenseAqualityAmaintenanceBug-report triage and fix-dispatch MCP for vibe coders. Ask your AI coding agent for a plain-English diagnosis of any user-reported bug — with evidence, blast radius, and a paste-ready fix prompt — then dispatch an automated GitHub fix PR without a second LLM key. 71 tools, Supabase-backed, MIT SDK. npx @mushi-mushi/mcp4165 npm3MITWhy this server?
Provides bounded access to Grafana objects by exact identifiers for operational visibility, with writes disabled by default.
AlicenseAqualityAmaintenanceProvides a secure, job-oriented MCP connector for NetBox device lookup, enabling retrieval of device identity, status, site, role, and primary IP by name or ID without write access or bulk enumeration.5Apache 2.0