MCP Grafana
The Grafana MCP Server provides access to Grafana instances and their ecosystem, supporting functions such as dashboard search, data source query, and incident management.
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What is the Grafana MCP Server?
The Grafana MCP Server is a tool based on the Model Context Protocol (MCP) that enables you to easily interact with Grafana instances, such as searching for dashboards, obtaining data source information, and performing advanced analysis.How to use the Grafana MCP Server?
First, you need to create a service account with appropriate permissions, then configure and start the MCP server. You can start using it by specifying the server address and service account token in the configuration file.Use Cases
The Grafana MCP Server is suitable for professionals who want to efficiently manage and analyze Grafana data, such as operations engineers, developers, and data scientists.Main Features
Search DashboardsSearch for and find the required dashboards in your Grafana instance.
Get Dashboard by UIDQuickly locate and load a specific dashboard by its unique identifier (UID).
List Data SourcesView all available data sources in the current Grafana instance.
Prometheus QueryExecute custom queries against the Prometheus data source.
Loki Log QueryQuery and retrieve Loki log data through the LogQL language.
List IncidentsView and manage the list of incidents in Grafana.
Find Error PatternsUse the Sift feature to identify abnormal error patterns in Loki logs.
Advantages and Limitations
Advantages
Simplifies the calling process of Grafana functions.
Supports integration with multiple data sources, such as Prometheus and Loki.
Provides a powerful Sift analysis tool.
Easy to extend with new function modules.
Limitations
Requires a Go environment to be installed for local building.
Some advanced features may require an additional paid subscription.
Depends on the correct configuration of service account permissions.
How to Use
Create a Service Account
Log in to the Grafana console, create a service account with appropriate permissions, and generate an API key.
Download and Install the MCP Server
Download the latest version of the MCP server from GitHub and ensure it is in the system path.
Configure the Client
Edit the client configuration file and add relevant information about the Grafana MCP server.
Usage Examples
Case Title: Find Error PatternsUse the Sift feature of the Grafana MCP Server to discover the error types with the highest frequency in the past week.
Case Title: Query Prometheus MetricsQuery the changing trend of CPU utilization through the Prometheus data source.
Frequently Asked Questions
How to enable debug mode?
Does it support a multi-tenant environment?
How to uninstall the MCP server?
Related Resources
Official Documentation
The official GitHub repository of the Grafana MCP Server.
Installation Tutorial
A detailed guide on how to create a Grafana service account.
Demo Video
Introduces the basic operations of the Grafana MCP Server.
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