MCP Grafana
M

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.
0 points
6.0K

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 Dashboards
Search for and find the required dashboards in your Grafana instance.
Get Dashboard by UID
Quickly locate and load a specific dashboard by its unique identifier (UID).
List Data Sources
View all available data sources in the current Grafana instance.
Prometheus Query
Execute custom queries against the Prometheus data source.
Loki Log Query
Query and retrieve Loki log data through the LogQL language.
List Incidents
View and manage the list of incidents in Grafana.
Find Error Patterns
Use the Sift feature to identify abnormal error patterns in Loki logs.
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 Patterns
Use 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 Metrics
Query 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.

Installation

Copy the following command to your Client for configuration
{
     "mcpServers": {
       "grafana": {
         "command": "mcp-grafana",
         "args": [],
         "env": {
           "GRAFANA_URL": "http://localhost:3000",
           "GRAFANA_API_KEY": "<your service account token>"
         }
       }
     }
   }

{
  "mcpServers": {
    "grafana": {
      "command": "mcp-grafana",
      "args": ["-debug"],
      "env": {
        "GRAFANA_URL": "http://localhost:3000",
        "GRAFANA_API_KEY": "<your service account token>"
      }
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

M
MCP
The Microsoft official MCP server provides search and access functions for the latest Microsoft technical documentation for AI assistants
9.6K
5 points
A
Aderyn
Aderyn is an open - source Solidity smart contract static analysis tool written in Rust, which helps developers and security researchers discover vulnerabilities in Solidity code. It supports Foundry and Hardhat projects, can generate reports in multiple formats, and provides a VSCode extension.
Rust
6.6K
5 points
D
Devtools Debugger MCP
The Node.js Debugger MCP server provides complete debugging capabilities based on the Chrome DevTools protocol, including breakpoint setting, stepping execution, variable inspection, and expression evaluation.
TypeScript
5.8K
4 points
S
Scrapling
Scrapling is an adaptive web scraping library that can automatically learn website changes and re - locate elements. It supports multiple scraping methods and AI integration, providing high - performance parsing and a developer - friendly experience.
Python
10.0K
5 points
M
Mcpjungle
MCPJungle is a self-hosted MCP gateway used to centrally manage and proxy multiple MCP servers, providing a unified tool access interface for AI agents.
Go
0
4.5 points
C
Cipher
Cipher is an open-source memory layer framework designed for programming AI agents. It integrates with various IDEs and AI coding assistants through the MCP protocol, providing core functions such as automatic memory generation, team memory sharing, and dual-system memory management.
TypeScript
0
5 points
N
Nexus
Nexus is an AI tool aggregation gateway that supports connecting multiple MCP servers and LLM providers, providing tool search, execution, and model routing functions through a unified endpoint, and supporting security authentication and rate limiting.
Rust
0
4 points
S
Shadcn Ui MCP Server
An MCP server that provides shadcn/ui component integration for AI workflows, supporting React, Svelte, and Vue frameworks. It includes functions for accessing component source code, examples, and metadata.
TypeScript
12.5K
5 points
N
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
15.2K
4.5 points
M
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
24.7K
5 points
G
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
17.5K
4.3 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
47.9K
4.3 points
U
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
21.2K
5 points
F
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
47.5K
4.5 points
G
Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
16.6K
4.5 points
M
Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
31.3K
4.8 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIBase