Grafana MCP

Grafana MCP is a Model Context Protocol server that enables AI clients to access, query, and manage Grafana dashboards, datasources, and observability data.

This Model Context Protocol (MCP) server provides AI assistants with direct access to Grafana instances. It allows users to search for dashboards, retrieve panel metadata, and execute queries against configured datasources like Prometheus, Loki, CloudWatch, and various SQL databases. The server supports context-aware operations, such as extracting specific dashboard properties with JSONPath or listing dashboard versions. Integration requires Grafana version 9.0 or later, and authentication is handled via datasource configurations to ensure security. It also supports agent observability tools for Grafana Cloud users to manage and inspect LLM conversations and generations.

Grafana MCP at a glance

Best for: Software engineer
Runs on: Web, Docker, self-hosted
Pricing: Free
Released: December 2024
Category: AI coding tool
Website: github.com/grafana/mcp-grafana

Key features

Search and retrieve dashboard metadata and JSON structures
Execute queries against Prometheus, Loki, and InfluxDB
Access SQL datasources including ClickHouse, Snowflake, and PostgreSQL
Query AWS CloudWatch metrics and dimensions
Fetch logs and metrics from Google Cloud Logging
Explore Graphite metrics and tags
Retrieve Elasticsearch and OpenSearch indexed documents
Manage and inspect LLM conversation telemetry

Use it for

Finding specific Grafana dashboards using titles or tags
Running PromQL or LogQL queries directly from an AI client
Fetching schema details for SQL datasources
Monitoring LLM agent performance in Grafana Cloud

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