grafana-mcp-analyzer

Overview

Grafana MCP Analyzer is a specialized MCP server that bridges AI assistants with Grafana monitoring dashboards. It enables natural language queries to Grafana data sources like Prometheus, MySQL, and Elasticsearch, transforming how DevOps teams interact with monitoring data. The server implements a sophisticated session caching mechanism for progressive analysis, allowing multi-turn conversations that build upon previous context for deeper insights.

Try asking AI

After installing, here are 5 things you can ask your AI assistant:

• analyze_query

  Query and analyze Grafana data with AI

  Try:Analyze CPU usage patternsTry:Examine the price trends for cryptocurrency
• analyze_existing_data

  Perform in-depth analysis of previously retrieved data

  Try:Based on the previous CPU data, identify peak usage timesTry:Analyze the trends from the cryptocurrency data we just retrieved
• chunk_workflow

  Process large datasets by dividing them into manageable chunks

  Try:Analyze the large CPU dataset with chunk processingTry:Process the big database metrics in chunks
• manage_cache

  Manage system cache including statistics, cleanup and optimization

  Try:Show cache statisticsTry:Clear the CPU utilization cacheTry:Optimize cache settings
• list_queries

  List available data sources and queries

  Try:What data sources are available?Try:Show me all available queries
• check_health

  Perform system health checks

  Try:Check system health statusTry:Is the Grafana connection healthy?
• list_data

  List historical data that has been stored

  Try:Show me stored historical dataTry:What data do you have cached?
• server_status

  Get server status and running information

  Try:What's the server status?Try:Show me server running information

Comparable tools

Installation

{
  "mcpServers": {
    "grafana": {
      "command": "grafana-mcp-analyzer",
      "env": {
        "CONFIG_PATH": "path/to/your/grafana-config.js",
        "MAX_CHUNK_SIZE": "100"
      }
    }
  }
}

FAQ

What Grafana data sources are supported?

The server supports Prometheus, MySQL, Elasticsearch, and other data sources accessible via Grafana's API or curl requests.

How do I configure custom queries?

Create a configuration file with your queries using either HTTP API format or curl format, then set the CONFIG_PATH environment variable to point to your file.

Compare grafana-mcp-analyzer with