Grafana MCP for AI Agents

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Grafana MCP or direct API to query metrics, inspect dashboards, review alerts, and analyze logs through natural language.

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Bearer Token

Grafana is an open and composable observability platform for metrics, logs, traces, dashboards, and alerts. It helps teams monitor systems, troubleshoot incidents, and understand production health in one place.

11 Tools

Try Grafana now

Type what you want done — sign in and watch it run live in the Tool Router playground.

TOOL ROUTER PLAYGROUND
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TOOLS

Supported Tools

Every Grafana action and event your agent gets out of the box.

Create OTLP v1 Logs

Tool to create OTLP v1 logs in Grafana Loki.

Get Distributor HA Tracker

Tool to retrieve distributor HA tracker status.

Get Grafana Health Status

Check Grafana server health and database connectivity.

Get Index Gateway Ring Status

Tool to retrieve the index gateway hash ring status from Grafana Loki.

Get overrides exporter ring

Tool to retrieve the overrides-exporter hash ring status as an HTML page.

Get Ruler Ring Status

Tool to retrieve the ruler ring status from Grafana Mimir.

Get License Status

Tool to check if a valid Grafana Enterprise license is available.

Get Store Gateway Tenants

Retrieves store gateway tenants.

Post ACS

Tool to perform SAML Assertion Consumer Service (ACS) operation.

Query Public Dashboard Panel

Query a panel on a public Grafana dashboard to retrieve time-series data and metrics.

Retrieve JWKS

Tool to retrieve JSON Web Key Set (JWKS) with all public keys for token verification.

SETUP GUIDE

Connect Grafana MCP Tool with your Agent

1

Install Composio

typescript
npm install @composio/core ai @ai-sdk/openai @ai-sdk/mcp
Install the Composio SDK for Python or TypeScript
2

Initialize Client and Create Tool Router Session

typescript
import { Composio } from '@composio/core';

const composio = new Composio({ apiKey: 'your-api-key' });
const session = await composio.create('your-user-id');
console.log(`Tool Router session created: ${session.mcp.url}`);
Import and initialize the Composio client, then create a Tool Router session for Grafana
3

Connect to AI Agent

typescript
import { openai } from '@ai-sdk/openai';
import { experimental_createMCPClient as createMCPClient } from '@ai-sdk/mcp';
import { generateText } from 'ai';

const client = await createMCPClient({
  transport: {
    type: 'http',
    url: session.mcp.url,
    headers: {
      'x-api-key': 'your-composio-api-key',
    },
  },
});

const tools = await client.tools();
const { text } = await generateText({
  model: openai('gpt-4o'),
  tools,
  messages: [{
    role: 'user',
    content: 'Summarize active Grafana alerts for production services'
  }],
  maxSteps: 5,
});

console.log(`Agent: ${text}`);
Use the MCP server with your AI agent (Anthropic Claude or Mastra)
SETUP GUIDE

Connect Grafana API Tool with your Agent

1

Install Composio

typescript
npm install @composio/openai
Install the Composio SDK
2

Initialize Composio and Create Tool Router Session

typescript
import OpenAI from 'openai';
import { Composio } from '@composio/core';
import { OpenAIResponsesProvider } from '@composio/openai';

const composio = new Composio({
  provider: new OpenAIResponsesProvider(),
});
const openai = new OpenAI({});
const session = await composio.create('your-user-id');
Import and initialize Composio client, then create a Tool Router session
3

Execute Grafana Tools via Tool Router with Your Agent

typescript
const tools = session.tools;
const response = await openai.responses.create({
  model: 'gpt-4.1',
  tools: tools,
  input: [{
    role: 'user',
    content: 'List Grafana dashboards related to production API latency'
  }],
});
const result = await composio.provider.handleToolCalls(
  'your-user-id',
  response.output
);
console.log(result);
Get tools from Tool Router session and execute Grafana actions with your Agent

Why Use Composio?

AI Native Grafana Integration

  • Supports both Grafana MCP and direct API based integrations
  • Structured, LLM-friendly schemas for reliable Grafana tool execution
  • Rich coverage for querying metrics, reading dashboards, checking alerts, and exploring observability data

Managed Auth

  • Securely store Grafana bearer tokens without hard-coding secrets in your agent code
  • Central place to manage, scope, and revoke Grafana access
  • Per user and per environment credentials so production, staging, and local agents stay separate

Agent Optimized Design

  • Tools are tuned using real error and success rates to improve reliability over time
  • Clear tool schemas help agents understand Grafana actions like listing dashboards or checking alert rules
  • Comprehensive execution logs so you always know what ran, when, and on whose behalf

Enterprise Grade Security

  • Fine-grained RBAC so you control which agents and users can access Grafana
  • Scoped, least privilege access to Grafana resources like dashboards, folders, alerts, and data sources
  • Full audit trail of agent actions to support incident review and compliance
FRAMEWORKS

Use Grafana with any AI Agent Framework

Choose a Framework you want to connect Grafana with

FAQ

Frequently asked questions

Yes, Grafana requires you to configure your own bearer token credentials. Once set up, Composio handles secure token storage and lifecycle management for you.

Yes! Composio's Tool Router enables agents to use multiple toolkits. Learn more.

Composio is SOC 2 and ISO 27001 compliant with all data encrypted in transit and at rest. Learn more.

Composio maintains and updates all toolkit integrations automatically, so your agents always work with the latest API versions.

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