How to integrate Google Analytics MCP with Claude Agent SDK

This guide walks you through connecting Google Analytics to the Claude Agent SDK using the Composio tool router. By the end, you'll have a working Google Analytics agent that can show all google analytics accounts i manage, get detailed info for a specific account, list audiences for your ga4 property through natural language commands. This guide will help you understand how to give your Claude Agent SDK agent real control over a Google Analytics account through Composio's Google Analytics MCP server. Before we dive in, let's take a quick look at the key ideas and tools involved.

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Introduction

This guide will help you understand how to give your Claude Agent SDK agent real control over a Google Analytics account through Composio's Google Analytics MCP server.

Before we dive in, let's take a quick look at the key ideas and tools involved.

Also integrate Google Analytics with

ChatGPT OpenAI Agents SDK Claude Code Claude Cowork Codex OpenCode Cursor VS Code OpenClaw Hermes CLI Google ADK LangChain Vercel AI SDK Mastra AI LlamaIndex CrewAI

TL;DR

Here's what you'll learn:

Get and set up your Claude/Anthropic and Composio API keys
Install the necessary dependencies
Initialize Composio and create a Tool Router session for Google Analytics
Configure an AI agent that can use Google Analytics as a tool
Run a live chat session where you can ask the agent to perform Google Analytics operations

What is Claude Agent SDK?

The Claude Agent SDK is Anthropic's official framework for building AI agents powered by Claude. It provides a streamlined interface for creating agents with MCP tool support and conversation management.

Key features include:

Native MCP Support: Built-in support for Model Context Protocol servers
Permission Modes: Control tool execution permissions
Streaming Responses: Real-time response streaming for interactive applications
Context Manager: Clean async context management for sessions

What is the Google Analytics MCP server, and what's possible with it?

The Google Analytics MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Google Analytics account. It provides structured and secure access to your analytics data, enabling your agent to analyze traffic, retrieve account info, list audiences, and build custom datasets on your behalf.

View and manage analytics accounts: Let your agent retrieve detailed information about specific Google Analytics accounts or list all accounts you have access to.
Audience insights and segmentation: Easily have your agent list all audiences associated with a GA4 property, helping you understand and segment your visitors.
Create custom expanded datasets: Direct your agent to combine key dimensions and metrics into tailored datasets for deeper analysis and reporting.
Efficient property and resource discovery: Have your agent confirm the existence of properties and fetch their details, streamlining your analytics management workflow.

What is the Composio tool router, and how does it fit here?

What is Composio SDK?

Composio's Composio SDK helps agents find the right tools for a task at runtime. You can plug in multiple toolkits (like Gmail, HubSpot, and GitHub), and the agent will identify the relevant app and action to complete multi-step workflows. This can reduce token usage and improve the reliability of tool calls. Read more here: Getting started with Composio SDK

The tool router generates a secure MCP URL that your agents can access to perform actions.

How the Composio SDK works

The Composio SDK follows a three-phase workflow:

Discovery: Searches for tools matching your task and returns relevant toolkits with their details.
Authentication: Checks for active connections. If missing, creates an auth config and returns a connection URL via Auth Link.
Execution: Executes the action using the authenticated connection.

Step-by-step Guide

Step by step09 STEPS

Prerequisites

Before starting, make sure you have:

Composio API Key and Claude/Anthropic API Key
Primary know-how of Claude Agents SDK
A Google Analytics account
Some knowledge of Python

Getting API Keys for Claude/Anthropic and Composio

Claude/Anthropic API Key

Go to the Anthropic Console and create an API key. You'll need credits to use the models.
Keep the API key safe.

Composio API Key

Log in to the Composio dashboard.
Navigate to your API settings and generate a new API key.
Store this key securely as you'll need it for authentication.

Install dependencies

npm install @anthropic-ai/claude-agent-sdk @composio/core dotenv

Install the Composio SDK and the Claude Agents SDK.

What's happening:

@composio/core provides Composio integration for Anthropic
@anthropic-ai/claude-agent-sdk is the core agent framework
dotenv/config loads environment variables

Set up environment variables

bash

COMPOSIO_API_KEY=your_composio_api_key_here
USER_ID=your_user_id_here
ANTHROPIC_API_KEY=your_anthropic_api_key_here

Create a .env file in your project root.

What's happening:

COMPOSIO_API_KEY authenticates with Composio
USER_ID identifies the user for session management
ANTHROPIC_API_KEY authenticates with Anthropic/Claude

Import dependencies

import 'dotenv/config';
import readline from 'node:readline';
import { Composio } from '@composio/core';
import { query, type Options } from "@anthropic-ai/claude-agent-sdk";

dotenv.config();

What's happening:

We're importing all necessary libraries including the Claude Agent SDK and Composio
The dotenv.config() function loads environment variables from your .env file
This setup prepares the foundation for connecting Claude with Google Analytics functionality

Create a Composio instance and Tool Router session

async function chat() {
  const { COMPOSIO_API_KEY, USER_ID } = process.env;
  if (!COMPOSIO_API_KEY || !USER_ID) {
    throw new Error('COMPOSIO_API_KEY and USER_ID required in .env');
  }

  const composio = new Composio({ apiKey: COMPOSIO_API_KEY });

  // Create Tool Router session for Google Analytics
  const session = await composio.create(USER_ID, {
    toolkits: ['google_analytics'],
  });
  const mcpUrl = session?.mcp.url;

What's happening:

The function checks for the required COMPOSIO_API_KEY environment variable
We're creating a Composio instance using our API key
The create method creates a Tool Router session for Google Analytics
The returned url is the MCP server URL that your agent will use

Configure Claude Agent with MCP

const options: Options = {
  permissionMode: 'bypassPermissions',
  mcpServers: {
    composio: {
      type: 'http',
      url: mcpUrl,
      headers: { 'x-api-key': COMPOSIO_API_KEY }
    }
  },
  systemPrompt: 'You are a helpful assistant with access to Google Analytics tools via Composio.',
  maxTurns: 10,
};

What's happening:

We're configuring the Claude Agent options with the MCP server URL
permissionMode: 'bypassPermissions' allows the agent to execute operations without asking for permission each time
The system prompt instructs the agent that it has access to Google Analytics
maxTurns: 10 limits the conversation length to prevent excessive API usage

Create client and start chat loop

const rl = readline.createInterface({
    input: process.stdin,
    output: process.stdout,
    prompt: 'You: '
  });

  console.log('\nChat started. Type "exit" to quit.\n');

  let isProcessing = false;

  async function ask(prompt: string) {
    isProcessing = true;
    rl.pause();

    process.stdout.write('Claude is thinking...');
    const stream = query({ prompt, options });

    let firstChunk = true;
    for await (const msg of stream) {
      const content = (msg as any).message?.content || (msg as any).content;
      if (Array.isArray(content)) {
        for (const block of content) {
          if (block.type === 'text' && block.text) {
            if (firstChunk) {
              process.stdout.write('\r\x1b[K');
              process.stdout.write('Claude: ');
              firstChunk = false;
            }
            process.stdout.write(block.text);
          }
        }
      }
    }
    process.stdout.write('\n\n');

    isProcessing = false;
    rl.resume();
    rl.prompt();
  }

  rl.on('line', async (line) => {
    if (isProcessing) return;

    const input = line.trim();
    if (input === 'exit') {
      rl.close();
      process.exit(0);
    }
    if (input) await ask(input);
    else rl.prompt();
  });

  await ask('What can you help me with?');
}

What's happening:

The readline interface is created to handle user input and output
The query function is used to send the user's input to the agent
The chat loop continues until the user types 'exit' or 'quit'

Run the application

try {
  await chat();
} catch (error) {
  console.error(error);
  process.exit(1);
}

What's happening:

The chat function is the entry point for the application
The try-catch block is used to handle any errors that occur

Complete Code

Here's the complete code to get you started with Google Analytics and Claude Agent SDK:

import 'dotenv/config';
import readline from 'node:readline';
import { Composio } from '@composio/core';
import { query, type Options } from "@anthropic-ai/claude-agent-sdk";

async function chat() {
  const { COMPOSIO_API_KEY, USER_ID } = process.env;
  if (!COMPOSIO_API_KEY || !USER_ID) {
    throw new Error('COMPOSIO_API_KEY and USER_ID required in .env');
  }

  const composio = new Composio({ apiKey: COMPOSIO_API_KEY });
  const session = await composio.create(USER_ID, {
    toolkits: ['google_analytics']
  });
  const mcp_url = session?.mcp.url;

  const options: Options = {
    permissionMode: 'bypassPermissions',
    mcpServers: {
      composio: {
        type: 'http',
        url: mcp_url,
        headers: { 'x-api-key': COMPOSIO_API_KEY }
      }
    },
    systemPrompt: 'You are a helpful assistant with access to Google Analytics tools via Composio.',
    maxTurns: 10,
  };

  const rl = readline.createInterface({
    input: process.stdin,
    output: process.stdout,
    prompt: 'You: '
  });

  console.log('\nChat started. Type "exit" to quit.\n');

  let isProcessing = false;

  async function ask(prompt: string) {
    isProcessing = true;
    rl.pause();

    process.stdout.write('Claude is thinking...');
    const stream = query({ prompt, options });

    let firstChunk = true;
    for await (const msg of stream) {
      const content = (msg as any).message?.content || (msg as any).content;
      if (Array.isArray(content)) {
        for (const block of content) {
          if (block.type === 'text' && block.text) {
            if (firstChunk) {
              process.stdout.write('\r\x1b[K');
              process.stdout.write('Claude: ');
              firstChunk = false;
            }
            process.stdout.write(block.text);
          }
        }
      }
    }
    process.stdout.write('\n\n');

    isProcessing = false;
    rl.resume();
    rl.prompt();
  }

  rl.on('line', async (line) => {
    if (isProcessing) return;

    const input = line.trim();
    if (input === 'exit') {
      rl.close();
      process.exit(0);
    }
    if (input) await ask(input);
    else rl.prompt();
  });

  await ask('What can you help me with?');
}

try {
  await chat();
} catch (error) {
  console.error(error);
  process.exit(1);
}

Conclusion

You've successfully built a Claude Agent SDK agent that can interact with Google Analytics through Composio's Tool Router.

Key features:

Native MCP support through Claude's agent framework
Streaming responses for real-time interaction
Permission bypass for smooth automated workflows

You can extend this by adding more toolkits, implementing custom business logic, or building a web interface around the agent.

TOOLS

Supported Tools

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

Archive Custom Dimension

Tool to archive a CustomDimension on a property.

Batch Run Pivot Reports

Tool to return multiple pivot reports in a batch for a GA4 property.

Batch Run Reports

Tool to return multiple analytics data reports in a batch.

Check Compatibility

Tool to list dimensions and metrics compatible with a GA4 report request.

Create Audience Export

Tool to create an audience export for Google Analytics.

Create Audience List

Tool to create an audience list for later retrieval by initiating a long-running asynchronous request.

Create Custom Dimension

Tool to create a CustomDimension for a Google Analytics property.

Create Custom Metric

Tool to create a custom metric in Google Analytics.

Create Expanded Data Set

Tool to create an expanded data set for a property.

Create Recurring Audience List

Tool to create a recurring audience list that automatically generates new audience lists daily based on the latest data.

Create Report Task

Tool to create a report task as a long-running asynchronous request for customized Google Analytics event data reports.

Create Rollup Property

Tool to create a roll-up property.

Get Account

Tool to retrieve a single Account by its resource name.

Get Attribution Settings

Tool to retrieve attribution configuration for a Google Analytics property.

Get Audience

Tool to retrieve a single Audience configuration from a Google Analytics property.

Get Audience Export

Tool to get configuration metadata about a specific audience export.

Get Audience List

Tool to get configuration metadata about a specific audience list.

Get Custom Dimension

Tool to retrieve a single CustomDimension by its resource name.

Get Data Retention Settings

Tool to retrieve data retention configuration for a Google Analytics property.

Get Data Sharing Settings

Tool to retrieve data sharing configuration for a Google Analytics account.

Get Google Signals Settings

Tool to retrieve Google Signals configuration settings for a GA4 property.

Get Key Event

Tool to retrieve a Key Event.

Get Metadata

Tool to get metadata for dimensions, metrics, and comparisons for a GA4 property.

Get Property

Tool to retrieve a single GA4 Property by its resource name.

Get Property Quotas Snapshot

Tool to retrieve all property quotas organized by category (corePropertyQuota, funnelPropertyQuota, realtimePropertyQuota) for a given GA4 property.

Get Recurring Audience List

Tool to get configuration metadata about a specific recurring audience list.

Get Report Task

Tool to get report metadata about a specific report task.

List Account Summaries

Tool to retrieve summaries of all Google Analytics accounts accessible by the caller.

List Accounts (v1beta)

Tool to list all Google Analytics accounts accessible by the caller using v1beta API.

List AdSense Links

Tool to list all AdSenseLinks on a property.

List Audience Exports

Tool to list all audience exports for a property.

List Audience Lists

Tool to list all audience lists for a specified property to help find and reuse existing lists.

List Audiences

Tool to list Audiences on a property.

List BigQuery Links

Tool to list BigQuery Links on a property.

List Calculated Metrics

List Channel Groups

Tool to list ChannelGroups on a property.

List Conversion Events

Tool to list conversion events on a property.

List Custom Dimensions

List Custom Metrics

Tool to list CustomMetrics on a property.

List DataStreams

Tool to list DataStreams on a property.

List Display & Video 360 Advertiser Links

Tool to list Display & Video 360 advertiser links on a property.

List DisplayVideo360 Advertiser Link Proposals

Tool to list DisplayVideo360AdvertiserLinkProposals on a property.

List Event Create Rules

Tool to list EventCreateRules configured on a web data stream.

List Expanded Data Sets

Tool to list ExpandedDataSets on a property.

List Firebase Links

Tool to list FirebaseLinks on a property.

List Google Ads Links

Tool to list GoogleAdsLinks on a property.

List Key Events

Tool to list Key Events.

List Measurement Protocol Secrets

Tool to list MeasurementProtocolSecrets under a data stream.

List Property

Tool to list GA4 properties based on filter criteria.

List Recurring Audience Lists

Tool to list all recurring audience lists for a GA4 property.

List Reporting Data Annotations

Tool to list all Reporting Data Annotations for a specific property.

List Report Tasks

Tool to list all report tasks for a Google Analytics property.

List Search Ads 360 Links

Tool to list all SearchAds360Links on a property.

List SKAdNetwork Conversion Value Schemas

Tool to list SKAdNetworkConversionValueSchema configurations for an iOS data stream.

List Subproperty Event Filters

Tool to list all subproperty event filters on a property.

List Subproperty Sync Configs

Tool to list SubpropertySyncConfig resources for managing subproperty synchronization configurations.

Provision Account Ticket

Tool to request a ticket for creating a Google Analytics account.

Query Audience Export

Tool to query a completed audience export.

Query Audience List

Tool to query an audience list.

Query Report Task

Tool to retrieve a report task's content.

Run Funnel Report

Tool to run a GA4 funnel report.

Run Pivot Report

Tool to run a customized pivot report of Google Analytics event data.

Run Realtime Report

Tool to run a customized realtime report of Google Analytics event data.

Run Report

Tool to run a customized GA4 data report.

Send Events

Tool to send event data to Google Analytics 4 using the Measurement Protocol.

Update Property

Tool to update an existing GA4 Property.

Validate Events

Tool to validate Measurement Protocol events before sending them to production.

FRAMEWORKS

How to build Google Analytics MCP Agent with another framework

ChatGPT

Use Google Analytics MCP with ChatGPT

OpenAI Agents SDK

Use Google Analytics MCP with OpenAI Agents SDK

Claude Code

Use Google Analytics MCP with Claude Code

Claude Cowork

Use Google Analytics MCP with Claude Cowork

Codex

Use Google Analytics MCP with Codex

Cursor

Use Google Analytics MCP with Cursor

OpenClaw

Use Google Analytics MCP with OpenClaw

Hermes

Use Google Analytics MCP with Hermes

CLI

Use Google Analytics MCP with CLI

Google ADK

Use Google Analytics MCP with Google ADK

LangChain

Use Google Analytics MCP with LangChain

Vercel AI SDK

Use Google Analytics MCP with Vercel AI SDK

Mastra AI

Use Google Analytics MCP with Mastra AI

LlamaIndex

Use Google Analytics MCP with LlamaIndex

CrewAI

Use Google Analytics MCP with CrewAI

OpenCode

Use Google Analytics MCP with OpenCode

VS Code

Use Google Analytics MCP with VS Code

MORE TOOLKITS

Explore Other Toolkits

Toolkit marketplace

Firecrawl

Api Key

Firecrawl automates large-scale web crawling and data extraction. It helps organizations efficiently gather, index, and analyze content from online sources.

Tavily

Api Key

Tavily offers powerful search and data retrieval from documents, databases, and the web. It helps teams locate and filter information instantly, saving hours on research.

Exa

Api Key

Exa is a data extraction and search platform for gathering and analyzing information from websites, APIs, or databases. It helps teams quickly surface insights and automate data-driven workflows.

Serpapi

Api Key

SerpApi is a real-time API for structured search engine results. It lets you automate SERP data collection, parsing, and analysis for SEO and research.

FAQ

Frequently asked questions

With a standalone Google Analytics MCP server, the agents and LLMs can only access a fixed set of Google Analytics tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Google Analytics and many other apps based on the task at hand, all through a single MCP endpoint.

Yes, you can. Claude Agent SDK fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Google Analytics tools.

Yes, absolutely. You can configure which Google Analytics scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do.

All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Google Analytics data and credentials are handled as safely as possible.

Start with Google Analytics.It takes 30 seconds.

Managed auth, hosted MCP servers, and every Google Analytics tool your agent needs.Free to start.

Start building

Customer stories

Teams ship real agents on Composio

GET STARTED FOR FREE BOOK A DEMO

Karan skipped his own birthday party to fix our critical issue. It was 10pm and he diverted his Waymo to help us instead. This really sets the bar — it shows the commitment you need when users rely on your software.

Harsha Gaddipati

Co-founder, Slashy

A lot of students tell us that the moment their connected tools start talking to each other inside Opennote feels almost magical. The agent just knows them, and it's immensely helped keep new users on the platform.

Abhi Arya

Co-founder, Opennote

We chose Composio over Pipedream because it delivered depth where it mattered — niche tools and tricky edge cases other platforms simply ignored. That gave us confidence to scale without compromising.

Nirman Dave

CEO, Zams

As a solo builder, shipping fast is life or death. The only way I can outcompete incumbents is by outmanoeuvring them. Getting bogged down managing agent auth would have been a death sentence.

Ryan Yu

Founder, Extra Thursday

Before Composio, adding tool integrations was slow and resource-intensive. Each one could take weeks of engineering time, and maintaining them meant constantly keeping up with API changes.

Tomisin Jenrola

Founder & CEO, SwarmZero

With hands-on help from their founder, we integrated Gmail and Google Drive in just 30 minutes. This level of personal support and commitment is exactly what startups should strive for.

Jerome Leclanche

Co-Founder, Ingram Technologies

How to integrate Google Analytics MCP with Claude Agent SDK

Connect Google Analytics without auth hassles

Introduction

Also integrate Google Analytics with

TL;DR

What is Claude Agent SDK?

What is the Google Analytics MCP server, and what's possible with it?

What is the Composio tool router, and how does it fit here?

What is Composio SDK?

How the Composio SDK works

Step-by-step Guide

Prerequisites

Getting API Keys for Claude/Anthropic and Composio

Install dependencies

Set up environment variables

Import dependencies

Create a Composio instance and Tool Router session

Configure Claude Agent with MCP

Create client and start chat loop

Run the application

Complete Code

Conclusion

Supported Tools

How to build Google Analytics MCP Agent with another framework

ChatGPT

OpenAI Agents SDK

Claude Code

Claude Cowork

Codex

Cursor

OpenClaw

Hermes

CLI

Google ADK

LangChain

Vercel AI SDK

Mastra AI

LlamaIndex

CrewAI

OpenCode

VS Code

Explore Other Toolkits

Firecrawl

Tavily

Exa

Serpapi

Frequently asked questions

What are the differences in Tool Router MCP and Google Analytics MCP?+

Can I use Tool Router MCP with Claude Agent SDK?+

Can I manage the permissions and scopes for Google Analytics while using Tool Router?+

How safe is my data with Composio Tool Router?+

Start with Google Analytics.It takes 30 seconds.

Teams ship real agents on Composio