๐Ÿš€ [Open Source Tool] Grafana MCP Analyzer: Let AI Become Your Monitoring Chart Analyst

In complex monitoring systems, have you ever faced the following problems?

  • Too many charts โ€” donโ€™t know where to look when an alert fires?
  • PromQL is too hard to write and understand?
  • Performance jitters after deployment, but root cause is buried in dashboards?

Now, just ask your AI assistant in natural language โ€” and it will read your charts, detect anomalies, analyze trends, and identify issues.


What is this?

Grafana MCP Analyzer is a lightweight local service based on the MCP (Model Context Protocol). It bridges your Grafana charts with LLMs (like ChatGPT, Claude, Cursor), enabling AI-powered metric interpretation and analysis.

Charts + AI + Prompt = Smart diagnosis / Trend insights / Performance suggestions


Key Features

  • Automatically reads chart data (supports curl or raw JSON)
  • Works with Prometheus, Elasticsearch, MySQL, ClickHouse, and more
  • Trend analysis, anomaly detection, and root cause localization
  • Aggregated dashboard-level analysis supported
  • Easy to install, zero-dependency, plug & play

Try it out and explore more here: GitHub - SailingCoder/grafana-mcp-analyzer: ่ฎฉAIๅŠฉๆ‰‹็›ดๆŽฅๅˆ†ๆžไฝ ็š„Grafana็›‘ๆŽงๆ•ฐๆฎ - A Model Context Protocol server for Grafana data analysis