How to integrate Iterate MCP with Google ADK

This guide walks you through connecting Iterate to Google ADK using the Composio tool router. By the end, you'll have a working Iterate agent that can list your surveys, add survey recipients, review responses, search company users, and delete user data through natural language commands. This guide will help you understand how to give your Google ADK agent real control over a Iterate account through Composio's Iterate MCP server. Before we dive in, let's take a quick look at the key ideas and tools involved.

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Iterate is a customer feedback platform for distributing surveys, analyzing responses, and managing user privacy data. It helps teams collect customer feedback, spot trends, and keep privacy workflows organized.

13 Tools

Introduction

This guide walks you through connecting Iterate to Google ADK using the Composio tool router. By the end, you'll have a working Iterate agent that can list your surveys, add survey recipients, review responses, search company users, and delete user data through natural language commands.

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

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

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TL;DR

Here's what you'll learn:
  • Get a Iterate account set up and connected to Composio
  • Install the Google ADK and Composio packages
  • Create a Composio Tool Router session for Iterate
  • Build an agent that connects to Iterate through MCP
  • Interact with Iterate 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 Iterate MCP server, and what's possible with it?

The Iterate MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Iterate account. It provides structured and secure access to your surveys, recipients, responses, statistics, and company user data, so your agent can distribute surveys, review feedback, analyze performance, find users, and manage privacy requests on your behalf.

  • Survey distribution: Have your agent add one recipient or import a batch, then send the survey now or schedule it for later.
  • Survey review: Let the agent list your surveys and retrieve a survey's configuration and questions.
  • Feedback analysis: Instruct your agent to review completed submissions, inspect individual answers within a date range, and check delivery, response count, and response rate statistics.
  • Company user search: Direct your agent to find a company user by email, external reference, or profile property and review their survey participation totals.
  • Privacy data management: Have your agent anonymize identifying details while retaining responses, or permanently delete selected users and their survey responses.

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 Iterate 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=["iterate"],
)

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 Iterate 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 Iterate 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=["iterate"],
)

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 Iterate operations."
    ),  
    tools=[composio_toolset],
)

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

Conclusion

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

Key takeaways:

  • The Tool Router approach dynamically routes requests to the appropriate Iterate 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 Iterate action and event your agent gets out of the box.

Add Survey Recipient

Add one email recipient to a survey for a later send without sending the survey now.

Anonymize Company User

Irreversibly remove one Iterate user's email and attributes while retaining survey responses.

Bulk Anonymize Company Users

Irreversibly remove identifying data from every Iterate company user matching at least one explicit email, external-ID, or typed user-property selector while retaining survey responses.

Bulk Delete Company User Data

Permanently delete every matching Iterate company user and all matching users' survey responses using explicit non-empty selectors.

Delete Company User Data

Permanently delete one Iterate user object and all of that user's survey responses.

Get Survey

Return one survey's configuration and questions by survey ID.

Get Survey Stats

Return delivery, display, response-count, and response-rate statistics for one survey.

Import Survey Recipients

Add a non-empty batch of email recipients to a survey without sending it, and return duplicate, failure, and success counts.

List Survey Response Groups

Return one reverse-chronological page of completed survey submissions grouped by user, plus a continuation cursor.

List Survey Responses

Return one reverse-chronological page of individual answers for a survey, with an optional date range and continuation cursor.

List Surveys

Return all surveys available to the connected Iterate API key, including the survey and company IDs needed by other tools.

Search Company Users

Find one user in the connected Iterate company by email, external ID, or one typed user property and return survey participation totals.

Send Survey

Irreversibly send or schedule an email survey to one specified recipient or every previously added recipient.

FRAMEWORKS

How to build Iterate MCP Agent with another framework

OpenAI Agents SDK logo

OpenAI Agents SDK

Use Iterate MCP with OpenAI Agents SDK

Claude Agent SDK logo

Claude Agent SDK

Use Iterate MCP with Claude Agent SDK

Claude Code logo

Claude Code

Use Iterate MCP with Claude Code

Claude Cowork logo

Claude Cowork

Use Iterate MCP with Claude Cowork

Codex logo

Codex

Use Iterate MCP with Codex

OpenClaw logo

OpenClaw

Use Iterate MCP with OpenClaw

Hermes logo

Hermes

Use Iterate MCP with Hermes

CLI logo

CLI

Use Iterate MCP with CLI

LangChain logo

LangChain

Use Iterate MCP with LangChain

Vercel AI SDK logo

Vercel AI SDK

Use Iterate MCP with Vercel AI SDK

Mastra AI logo

Mastra AI

Use Iterate MCP with Mastra AI

LlamaIndex logo

LlamaIndex

Use Iterate MCP with LlamaIndex

CrewAI logo

CrewAI

Use Iterate MCP with CrewAI

FAQ

Frequently asked questions

With a standalone Iterate MCP server, the agents and LLMs can only access a fixed set of Iterate tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Iterate 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 Iterate tools.

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

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