Google Analytics CLI for AI Agents

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Introduction

CLIs are eating MCPs. The industry is converging on the very same idea. MCPs for all their merit can be token hungry, slow, and unreliable for complex tool chaining. However, coding agents have become incredibly good at working with CLIs, and in fact they are far more comfortable working with CLI tools than MCP.

With Composio's Universal CLI, your coding agents can talk to over 850+ SaaS applications. With Google Analytics, agents can show all google analytics accounts i manage, get detailed info for a specific account, list audiences for your ga4 property, and more — all without worrying about authentication.

This guide walks you through Composio Universal CLI and explains how you can connect it with coding agents like Claude Code, Codex, OpenCode, etc, for end-to-end Google Analytics automation.

Also integrate Google Analytics with

What is Universal CLI and why use it?

The idea behind building the universal CLI is to give agents a single command interface to interact with all your external applications. Here's what you'll get with it:

  • Agent-friendly: Coding agents like Claude Code, Codex, and OpenCode can use CLI tools natively — no MCP setup required.
  • Authentication handled: Connect once via OAuth or API Key, and all CLI commands work with your credentials automatically.
  • Tool discovery: Search, inspect, and execute 20,000+ tools across 850+ apps from one interface.
  • Trigger support: Use triggers to listen for events across your apps, powered by real-time webhooks or polling under the hood.
  • Type generation: Generate typed schemas for autocomplete and type safety in your projects.

Prerequisites

Install the Composio CLI, authenticate, and initialize your project:

bash
# Install the Composio CLI
curl -fsSL https://composio.dev/install | bash

# Authenticate with Composio
composio login

During login you'll be redirected to sign in page, finish the complete flow and you're all set.

Composio CLI authentication flow

Connecting Google Analytics to Coding Agents via Universal CLI

Once it is installed, it's essentially done. Claude Code, Codex, OpenCode, OpenClaw, or any other agent will be able to access the CLI. A few steps to give agents access to your apps.

  1. Launch your Coding Agent — Claude Code, Codex, OpenCode, anything you prefer.
  2. Prompt it to "Authenticate with Google Analytics"
  3. Complete the authentication and authorization flow and your Google Analytics integration is all set.
  4. Start asking anything you want.

Supported Tools & Triggers

Tools
Create Expanded Data SetTool to create an expanded data set for a property.
Get AccountTool to retrieve a single account by its resource name.
List AccountsTool to list all accounts accessible by the caller.
List AudiencesTool to list all audiences on a property.

Universal CLI Commands for Google Analytics

You can also manually execute CLI commands to interact with your Google Analytics.

Connect your Google Analytics account

Link your Google Analytics account and verify the connection:

bash
# Connect your Google Analytics account (opens OAuth flow)
composio connected-accounts link google_analytics

# Verify the connection
composio connected-accounts list --toolkits google_analytics

Discover Google Analytics tools

Search and inspect available Google Analytics tools:

bash
# List all available Google Analytics tools
composio tools list --toolkit google_analytics

# Search for Google Analytics tools by action
composio tools search "google analytics"

# Inspect a tool's input schema
composio tools info GOOGLE_ANALYTICS_CREATE_EXPANDED_DATA_SET

Common Google Analytics Actions

Create Expanded Data Set — Tool to create an expanded data set for a property

bash
composio tools execute GOOGLE_ANALYTICS_CREATE_EXPANDED_DATA_SET \
  --parent "properties/123456789" \
  --expandedDataSet "<object>"

Get Account — Tool to retrieve a single account by its resource name

bash
composio tools execute GOOGLE_ANALYTICS_GET_ACCOUNT \
  --name "accounts/100"

List Accounts — Tool to list all accounts accessible by the caller

bash
composio tools execute GOOGLE_ANALYTICS_LIST_ACCOUNTS \
  --pageSize "100" \
  --pageToken "token123" \
  --showDeleted "<boolean>"

List Audiences — Tool to list all audiences on a property

bash
composio tools execute GOOGLE_ANALYTICS_LIST_AUDIENCES \
  --parent "properties/1234"

Generate Type Definitions

Generate typed schemas for Google Analytics tools to get autocomplete and type safety in your project:

bash
# Auto-detect language
composio generate --toolkits google_analytics

# TypeScript
composio ts generate --toolkits google_analytics

# Python
composio py generate --toolkits google_analytics

Tips & Tricks

  • Always inspect a tool's input schema before executing: composio tools info <TOOL_NAME>
  • Pipe output with jq for better readability: composio tools execute TOOL_NAME -d '{}' | jq
  • Set COMPOSIO_API_KEY as an environment variable for CI/CD pipelines
  • Use composio dev logs tools to inspect execution logs and debug issues

Next Steps

  • Try asking your coding agent to perform various Google Analytics operations
  • Explore cross-app workflows by connecting more toolkits
  • Set up triggers for real-time automation
  • Use composio generate for typed schemas in your projects

How to build Google Analytics MCP Agent with another framework

OpenAI Agents SDK

OpenAI Agents SDK

Use Google Analytics MCP with OpenAI Agents SDK

Claude Agent SDK

Claude Agent SDK

Use Google Analytics MCP with Claude Agent SDK

Claude Code

Claude Code

Use Google Analytics MCP with Claude Code

Codex

Codex

Use Google Analytics MCP with Codex

OpenClaw

OpenClaw

Use Google Analytics MCP with OpenClaw

Google ADK

Google ADK

Use Google Analytics MCP with Google ADK

LangChain

LangChain

Use Google Analytics MCP with LangChain

Vercel AI SDK

Vercel AI SDK

Use Google Analytics MCP with Vercel AI SDK

Mastra AI

Mastra AI

Use Google Analytics MCP with Mastra AI

LlamaIndex

LlamaIndex

Use Google Analytics MCP with LlamaIndex

CrewAI

CrewAI

Use Google Analytics MCP with CrewAI

FAQ

What is the Composio Universal CLI?

The Composio Universal CLI is a single command-line interface that lets coding agents and developers interact with 850+ SaaS applications. It handles authentication, tool discovery, action execution, and trigger setup — all from the terminal, without needing to configure MCP servers.

Which coding agents work with the Composio CLI?

Any coding agent that can run shell commands works with the Composio CLI — including Claude Code, Codex, OpenCode, OpenClaw, and others. Once the CLI is installed, agents automatically discover and use the composio commands to interact with Google Analytics and other connected apps.

How is the CLI different from using an MCP server for Google Analytics?

MCP servers require configuration and can be token-heavy for complex workflows. The CLI gives agents a direct, lightweight interface — no server setup needed. Agents simply call composio commands like any other shell tool. It's faster to set up, more reliable for multi-step tool chaining, and works natively with how coding agents already operate.

How safe is my Google Analytics data when using the Composio CLI?

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. You can also bring your own OAuth credentials for full control.

Used by agents from

Context
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai
Context
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai
Context
Letta
glean
HubSpot
Agent.ai
Altera
DataStax
Entelligence
Rolai

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