How to integrate Make MCP with Google ADK

This guide walks you through connecting Make to Google ADK using the Composio tool router. By the end, you'll have a working Make agent that can get all available make operations, show supported languages for make automations, list all timezones used in make through natural language commands. This guide will help you understand how to give your Google ADK agent real control over a Make account through Composio's Make 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 walks you through connecting Make to Google ADK using the Composio tool router. By the end, you'll have a working Make agent that can get all available make operations, show supported languages for make automations, list all timezones used in make through natural language commands.

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

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

Also integrate Make with

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TL;DR

Here's what you'll learn:
  • Get a Make account set up and connected to Composio
  • Install the Google ADK and Composio packages
  • Create a Composio Tool Router session for Make
  • Build an agent that connects to Make through MCP
  • Interact with Make using natural language

What is Google ADK?

Google ADK (Agents Development Kit) is Google's framework for building AI agents powered by Gemini models. It provides tools for creating agents that can use external services through the Model Context Protocol.

Key features include:

  • Gemini Integration: Native support for Google's Gemini models
  • MCP Toolset: Built-in support for Model Context Protocol tools
  • Streamable HTTP: Connect to external services through streamable HTTP
  • CLI and Web UI: Run agents via command line or web interface

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

The Make MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Make account. It provides structured and secure access to your Make workspace, so your agent can retrieve available operations, list supported languages, and fetch timezone data on your behalf.

  • Discover available operations: Let your agent fetch all possible workflow operations, making it easy to automate tasks and explore integration options.
  • Populate language selectors: Effortlessly retrieve a comprehensive list of supported language codes and names to use in multilingual workflows or app settings.
  • Fetch timezone information: Instantly obtain a list of supported timezone codes and names for accurate scheduling and automation across regions.
  • Seamless workflow setup: Enable your agent to gather essential configuration data before creating or customizing automations in Make.

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:

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

Step-by-step Guide

Step by step09 STEPS
1

Prerequisites

Before starting, make sure you have:
  • A Google API key for Gemini models
  • A Composio account and API key
  • Python 3.9 or later installed
  • Basic familiarity with Python
2

Getting API Keys for Google and Composio

Google API Key
  • Go to Google AI Studio and create an API key.
  • Copy the key and keep it safe. You will put this in GOOGLE_API_KEY.
Composio API Key and User ID
  • Log in to the Composio dashboard.
  • Go to Settings → API Keys and copy your Composio API key. Use this for COMPOSIO_API_KEY.
  • Decide on a stable user identifier to scope sessions, often your email or a user ID. Use this for COMPOSIO_USER_ID.
3

Install dependencies

bash
pip install google-adk composio python-dotenv

Inside your virtual environment, install the required packages.

What's happening:

  • google-adk is Google's Agents Development Kit
  • composio connects your agent to Make via MCP
  • python-dotenv loads environment variables
4

Set up ADK project

bash
adk create my_agent

Set up a new Google ADK project.

What's happening:

  • This creates an agent folder with a root agent file and .env file
5

Set environment variables

bash
GOOGLE_API_KEY=your-google-api-key
COMPOSIO_API_KEY=your-composio-api-key
COMPOSIO_USER_ID=your-user-id-or-email

Save all your credentials in the .env file.

What's happening:

  • GOOGLE_API_KEY authenticates with Google's Gemini models
  • COMPOSIO_API_KEY authenticates with Composio
  • COMPOSIO_USER_ID identifies the user for session management
6

Import modules and validate environment

python
import os
import warnings

from composio import Composio
from dotenv import load_dotenv
from google.adk.agents.llm_agent import Agent
from google.adk.tools.mcp_tool.mcp_session_manager import StreamableHTTPConnectionParams
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset

load_dotenv()

warnings.filterwarnings("ignore", message=".*BaseAuthenticatedTool.*")

GOOGLE_API_KEY = os.getenv("GOOGLE_API_KEY")
COMPOSIO_API_KEY = os.getenv("COMPOSIO_API_KEY")
COMPOSIO_USER_ID = os.getenv("COMPOSIO_USER_ID")

if not GOOGLE_API_KEY:
    raise ValueError("GOOGLE_API_KEY is not set in the environment.")
if not COMPOSIO_API_KEY:
    raise ValueError("COMPOSIO_API_KEY is not set in the environment.")
if not COMPOSIO_USER_ID:
    raise ValueError("COMPOSIO_USER_ID is not set in the environment.")
What's happening:
  • os reads environment variables
  • Composio is the main Composio SDK client
  • GoogleProvider declares that you are using Google ADK as the agent runtime
  • Agent is the Google ADK LLM agent class
  • McpToolset lets the ADK agent call MCP tools over HTTP
7

Create Composio client and Tool Router session

python
composio_client = Composio(api_key=COMPOSIO_API_KEY)

composio_session = composio_client.create(
    user_id=COMPOSIO_USER_ID,
    toolkits=["make"],
)

COMPOSIO_MCP_URL = composio_session.mcp.url,
print(f"Composio MCP URL: {COMPOSIO_MCP_URL}")
What's happening:
  • Authenticates to Composio with your API key
  • Declares Google ADK as the provider
  • Spins up a short-lived MCP endpoint for your user and selected toolkit
  • Stores the MCP HTTP URL for the ADK MCP integration
8

Set up the McpToolset and create the Agent

python
composio_toolset = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url=COMPOSIO_MCP_URL,
        headers={"x-api-key": COMPOSIO_API_KEY}
    )
)

root_agent = Agent(
    model="gemini-2.5-flash",
    name="composio_agent",
    description="An agent that uses Composio tools to perform actions.",
    instruction=(
        "You are a helpful assistant connected to Composio. "
        "You have the following tools available: "
        "COMPOSIO_SEARCH_TOOLS, COMPOSIO_MULTI_EXECUTE_TOOL, "
        "COMPOSIO_MANAGE_CONNECTIONS, COMPOSIO_REMOTE_BASH_TOOL, COMPOSIO_REMOTE_WORKBENCH. "
        "Use these tools to help users with Make operations."
    ),
    tools=[composio_toolset],
)

print("\nAgent setup complete. You can now run this agent directly ;)")
What's happening:
  • Connects the ADK agent to the Composio MCP endpoint through McpToolset
  • Uses Gemini as the model powering the agent
  • Lists exact tool names in instruction to reduce misnamed tool calls
9

Run the agent

bash
# Run in CLI mode
adk run my_agent

# Or run in web UI mode
adk web

Execute the agent from the project root. The web command opens a web portal where you can chat with the agent.

What's happening:

  • adk run runs the agent in CLI mode
  • adk web . opens a web UI for interactive testing

Complete Code

Here's the complete code to get you started with Make and Google ADK:

python
import os
import warnings

from composio import Composio
from composio_google import GoogleProvider
from dotenv import load_dotenv
from google.adk.agents.llm_agent import Agent
from google.adk.tools.mcp_tool.mcp_session_manager import StreamableHTTPConnectionParams
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset

load_dotenv()
warnings.filterwarnings("ignore", message=".*BaseAuthenticatedTool.*")

GOOGLE_API_KEY = os.getenv("GOOGLE_API_KEY")
COMPOSIO_API_KEY = os.getenv("COMPOSIO_API_KEY")
COMPOSIO_USER_ID = os.getenv("COMPOSIO_USER_ID")

if not GOOGLE_API_KEY:
    raise ValueError("GOOGLE_API_KEY is not set in the environment.")
if not COMPOSIO_API_KEY:
    raise ValueError("COMPOSIO_API_KEY is not set in the environment.")
if not COMPOSIO_USER_ID:
    raise ValueError("COMPOSIO_USER_ID is not set in the environment.")

composio_client = Composio(api_key=COMPOSIO_API_KEY, provider=GoogleProvider())

composio_session = composio_client.create(
    user_id=COMPOSIO_USER_ID,
    toolkits=["make"],
)

COMPOSIO_MCP_URL = composio_session.mcp.url


composio_toolset = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url=COMPOSIO_MCP_URL,
        headers={"x-api-key": COMPOSIO_API_KEY}
    )
)

root_agent = Agent(
    model="gemini-2.5-flash",
    name="composio_agent",
    description="An agent that uses Composio tools to perform actions.",
    instruction=(
        "You are a helpful assistant connected to Composio. "
        "You have the following tools available: "
        "COMPOSIO_SEARCH_TOOLS, COMPOSIO_MULTI_EXECUTE_TOOL, "
        "COMPOSIO_MANAGE_CONNECTIONS, COMPOSIO_REMOTE_BASH_TOOL, COMPOSIO_REMOTE_WORKBENCH. "
        "Use these tools to help users with Make operations."
    ),  
    tools=[composio_toolset],
)

print("\nAgent setup complete. You can now run this agent directly ;)")

Conclusion

You've successfully integrated Make with the Google ADK through Composio's MCP Tool Router. Your agent can now interact with Make using natural language commands.

Key takeaways:

  • The Tool Router approach dynamically routes requests to the appropriate Make tools
  • Environment variables keep your credentials secure and separate from code
  • Clear agent instructions reduce tool calling errors
  • The ADK web UI provides an interactive interface for testing and development

You can extend this setup by adding more toolkits to the toolkits array in your session configuration.

TOOLS

Supported Tools

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

Create Organization

Tool to create a new organization in Make.

Create Password Reset Demand

Tool to create a password reset demand for a user by their email address.

Get Cashier Prices

Tool to retrieve a specific cashier price by its identifier.

Get Cashier Products

Tool to retrieve available cashier products from Make.

Get Current Authorization

Tool to retrieve current authorization details for the authenticated user.

Get Enums Apps Review Statuses

Tool to retrieve available app review statuses in Make.

Get Enums IMT Regions

Tool to retrieve the list of Make regions and their regionId values.

Get Enums IMT Zones

Tool to retrieve available IMT zones in Make.

Get Enums LLM Models

Tool to retrieve available Large Language Models from Make.

Get Enums Module Types

Tool to retrieve available module types in Make.

Get Enums Organization Features

Tool to retrieve available organization features in Make.

Get Enums User API Token Scopes

Tool to retrieve all available API token scopes in Make.

Get Enums User Email Notifications

Tool to retrieve available email notification types for Make users.

Get Enums User Features

Retrieve the list of all existing user features and their descriptions.

Get Enums Variable Types

Tool to retrieve available variable types in Make.

Get Operations

Retrieve daily operations usage for an organization over the past 30 days.

Get Current User

Tool to retrieve information about the current authenticated user.

List Enums Countries

Retrieve all supported countries in Make.

List Enums Languages

Tool to retrieve a list of language codes and names.

List Enums LLM Builtin Tiers

Retrieve all predefined LLM tiers (small, medium, large) with their associated models, providers, and pricing coefficients.

List Enums Locales

Retrieve all supported locales in Make.

List Enums Timezones

Retrieve all supported timezones in Make.

List Organizations

Tool to list organizations the authenticated user belongs to (including organizationId, name, and timezoneId).

List Teams

Tool to list all teams within an organization.

Ping API

Tool to ping the Make API to verify connectivity and service availability.

FRAMEWORKS

How to build Make MCP Agent with another framework

ChatGPT logo

ChatGPT

Use Make MCP with ChatGPT

OpenAI Agents SDK logo

OpenAI Agents SDK

Use Make MCP with OpenAI Agents SDK

Claude Agent SDK logo

Claude Agent SDK

Use Make MCP with Claude Agent SDK

Claude Code logo

Claude Code

Use Make MCP with Claude Code

Claude Cowork logo

Claude Cowork

Use Make MCP with Claude Cowork

Codex logo

Codex

Use Make MCP with Codex

Cursor logo

Cursor

Use Make MCP with Cursor

OpenClaw logo

OpenClaw

Use Make MCP with OpenClaw

Hermes logo

Hermes

Use Make MCP with Hermes

CLI logo

CLI

Use Make MCP with CLI

LangChain logo

LangChain

Use Make MCP with LangChain

Vercel AI SDK logo

Vercel AI SDK

Use Make MCP with Vercel AI SDK

Mastra AI logo

Mastra AI

Use Make MCP with Mastra AI

LlamaIndex logo

LlamaIndex

Use Make MCP with LlamaIndex

CrewAI logo

CrewAI

Use Make MCP with CrewAI

OpenCode logo

OpenCode

Use Make MCP with OpenCode

VS Code logo

VS Code

Use Make MCP with VS Code

FAQ

Frequently asked questions

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

Yes, you can. Google ADK 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 Make tools.

Yes, absolutely. You can configure which Make 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 Make data and credentials are handled as safely as possible.

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