How to integrate Tave MCP with Google ADK

This guide walks you through connecting Tave to Google ADK using the Composio tool router. By the end, you'll have a working Tave agent that can list all open jobs assigned to me, add a new client to tave contacts, update status of a job to 'completed' through natural language commands. This guide will help you understand how to give your Google ADK agent real control over a Tave account through Composio's Tave MCP server. Before we dive in, let's take a quick look at the key ideas and tools involved.

Get started for freeGet a demo
Tave logoTave
Api Key

Tave is a studio management app for photographers, streamlining client management, job tracking, and business workflows. It helps studios stay organized and operate efficiently.

129 Tools

Introduction

This guide walks you through connecting Tave to Google ADK using the Composio tool router. By the end, you'll have a working Tave agent that can list all open jobs assigned to me, add a new client to tave contacts, update status of a job to 'completed' through natural language commands.

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

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

Also integrate Tave with

OpenAI Agents SDKClaude Agent SDKClaude CodeClaude CoworkCodexOpenClawHermesCLILangChainVercel AI SDKMastra AILlamaIndexCrewAI

TL;DR

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

The Tave MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Tave account. It provides structured and secure access so your agent can perform Tave operations on your behalf.

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 Tave 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=["tave"],
)

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 Tave 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 Tave 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=["tave"],
)

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

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

Conclusion

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

Key takeaways:

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

Apply Payment to Order

Tool to apply a payment to a specific order in Tave.

Create Brand

Tool to create a new brand in VSCO Workspace.

Create Custom Field

Tool to create a custom field in Tave for Jobs or Contacts.

Create Discount Type

Tool to create a new discount type in Tave.

Create Gallery

Tool to create a new gallery in Tave (VSCO Workspace).

Create Address Book Entry

Tool to create an entry in the address book.

Create Discount

Tool to create a discount in Tave.

Create Event

Tool to create a new event in Tave (VSCO Workspace).

Create Event Type

Tool to create a new event type in Tave.

Create File

Tool to create a file in Tave.

Create Job

Tool to create a new job in Tave (VSCO Workspace).

Create Job Closed Reason

Tool to create a job closed reason in Tave.

Create Job Contact

Tool to create a job contact in Tave.

Create Job Order

Tool to create an order on a job in Tave (VSCO Workspace).

Create Job Role

Tool to create a job role in Tave (VSCO Workspace).

Create Job Type

Tool to create a new job type in Tave.

Create Job Worksheet

Tool to create a job using a worksheet in Tave (VSCO Workspace).

Create Lead Source

Tool to create a lead source in Tave.

Create Lead Status

Tool to create a lead status in Tave.

Create Note

Tool to create a note in Tave (VSCO Workspace).

Create Payment

Tool to create a payment in Tave.

Create Product

Tool to create a product in Tave.

Create Product Type

Tool to create a product type in Tave.

Create Profit Center

Tool to create a profit center in Tave.

Create RestHook Subscription

Tool to create a RestHook webhook subscription in Tave.

Create Tax Rate

Tool to create a tax rate in Tave.

Create User

Tool to create a new user in Tave.

Delete Address Book Entry

Tool to delete an entry in the address book.

Delete Brand

Tool to delete a brand by its ULID.

Delete Custom Field

Tool to delete a custom field by its ULID identifier.

Delete Event Type

Tool to delete an event type by its ULID identifier.

Delete Gallery

Tool to permanently delete a gallery by its ULID.

Delete Discount

Tool to delete a specific discount by its ULID.

Delete Discount Type

Tool to delete a specific discount type by its ULID.

Delete Event

Tool to delete an event by its ULID identifier.

Delete Job

Tool to delete a job by its ULID identifier.

Delete Job Closed Reason

Tool to delete a job closed reason by its ULID identifier.

Delete Job Contact

Tool to delete a job contact by its ULID.

Delete Job Role

Tool to delete a job role by its ULID identifier.

Delete Job Type

Tool to delete a job type by its ULID.

Delete Lead Source

Tool to delete a specific lead source by its ULID.

Delete Lead Status

Tool to delete a specific lead status by its ULID.

Delete Note

Tool to delete a note by its ULID identifier.

Delete Payment

Tool to delete a specific payment by its ULID.

Delete Product

Tool to delete a specific product by its ULID.

Delete Product Type

Tool to delete a specific product type by its ULID.

Delete Profit Center

Tool to delete a profit center by its ULID.

Delete RestHook

Tool to unsubscribe from and delete a RestHook webhook subscription by its ULID.

Delete Tax Group

Tool to delete a specific tax group by its ULID.

Delete Tax Rate

Tool to delete a specific tax rate by its ULID.

Delete User

Tool to delete a user by its ULID.

Get Brand

Tool to retrieve a specific brand from Tave by its ULID.

Get Event

Tool to get a specific event by its ID.

Get Event Type

Tool to retrieve a specific event type by ID.

Get Gallery

Tool to retrieve a specific gallery by ID from Tave/VSCO Workspace.

Get Address Book Entity

Tool to fetch a specific Address Book entity by its ULID.

Get Address Book Address

Tool to fetch the address associated with a given location ID.

Get Custom Field

Tool to fetch a specific custom field by ID from Tave.

Get Discount

Tool to retrieve a specific discount by its ID.

Get Discount Type

Tool to get a specific discount type by ID.

Get Job

Tool to fetch a specific job by ID from Tave.

Get Job Closed Reason

Tool to retrieve a specific job closed reason by its ID.

Get Job Contact

Tool to fetch a specific job contact by ID from Tave.

Get Job Role

Tool to retrieve a specific job role by its ID.

Get Job Type

Tool to retrieve a specific job type by ID.

Get Job Worksheet

Tool to fetch a Job Worksheet for a specific job by job ID.

Get Lead Source

Tool to retrieve a specific lead source by its ID.

Get Lead Status

Tool to retrieve a specific lead status by its ID.

Get My Studio

Tool to retrieve information about your studio from Tave.

Get Note

Tool to fetch a specific note by ID from Tave.

Get Order

Tool to fetch a specific order by ID from Tave.

Get Payment

Tool to fetch a specific payment by ID from Tave.

Get Payment Method

Tool to retrieve a specific payment method by its ID.

Get Product

Tool to retrieve a specific product by its ID.

Get Product Type

Tool to retrieve a specific product type by its ID.

Get Profit Center

Tool to retrieve a specific profit center by its ID.

Get Tax Rate

Tool to retrieve a specific tax rate by its ULID.

Get Timezone

Tool to retrieve a specific timezone by its ULID from Tave.

Get User by ID

Tool to retrieve a specific user by their ULID identifier.

List Address Book Contacts

Tool to list contacts in the studio's address book.

List Brands

Tool to list brands of a studio.

List Discount Types

Tool to get a list of discount types from Tave.

List Studio Events

Tool to list a studio's events from Tave.

List Event Types

Tool to list a studio's event types.

List Files

Tool to list files in Tave.

List Resource Custom Fields

Tool to list custom fields configured on a studio.

List Resource Discount

Tool to get a list of discounts from Tave.

List Galleries

Tool to list all galleries for a studio.

List Resource Job

Tool to list jobs of a studio.

List Job Closed Reasons

Tool to list a studio's job closed reasons.

List Resource Job Contact

Tool to list a job's contacts.

List Resource Job Orders

Tool to list orders on a given job.

List Job Payments

Tool to get a list of payments for a specific job.

List Job Roles

Tool to list a studio's job roles.

List Resource Job Type

Tool to list job types of a studio.

List Resource Lead Source

Tool to list lead sources of a studio.

List Resource Lead Status

Tool to list lead statuses of a studio.

List Resource Note

Tool to list notes from Tave.

List Resource Order

Tool to get a list of all orders.

List Resource Payment

Tool to get a list of payments from Tave.

List Resource Payment Method

Tool to get a list of payment methods from Tave.

List Resource Product

Tool to get a list of products from Tave.

List Product Types

Tool to get a list of product types from Tave.

List Resource Profit Center

Tool to list profit centers of a studio.

List REST Hooks

Tool to list REST hooks configured in Tave.

List Resource Tax Groups

Tool to get a list of Tax Groups from Tave.

List Resource Tax Rates

Tool to get a list of tax rates from Tave.

List Resource Timezone

Tool to get a list of timezones from Tave.

List Resource User

Tool to list users of a studio.

Update Address Book Entry

Tool to update a specific entry in the Tave address book.

Update Brand

Tool to update a specific brand in Tave.

Update Event Type

Tool to update an existing event type in Tave.

Update Custom Field

Tool to update a specific custom field in Tave.

Update Event

Tool to update a specific event in Tave.

Update Gallery

Tool to update a specific gallery in Tave (VSCO Workspace).

Update Job

Tool to update a specific job in Tave (VSCO Workspace).

Update Job Closed Reason

Tool to update a job closed reason in Tave.

Update Job Contact

Tool to update a specific job contact in Tave.

Update Job Role

Tool to update a job role in Tave.

Update Job Type

Tool to update an existing job type in Tave.

Update Lead Source

Tool to update a specific lead source in Tave.

Update Lead Status

Tool to update a specific lead status in Tave.

Update Note

Tool to update a specific note in Tave.

Update Order

Tool to update a specific order in Tave (VSCO Workspace).

Update Profit Center

Tool to update a specific profit center in Tave.

Update Tax Group

Tool to update a specific tax group in Tave.

Update Tax Rate

Tool to update a specific tax rate in Tave.

Update User

Tool to update a specific user in Tave.

Update Studio Readonly Mode

Tool to set studio readonly mode in Tave.

FRAMEWORKS

How to build Tave MCP Agent with another framework

OpenAI Agents SDK logo

OpenAI Agents SDK

Use Tave MCP with OpenAI Agents SDK

Claude Agent SDK logo

Claude Agent SDK

Use Tave MCP with Claude Agent SDK

Claude Code logo

Claude Code

Use Tave MCP with Claude Code

Claude Cowork logo

Claude Cowork

Use Tave MCP with Claude Cowork

Codex logo

Codex

Use Tave MCP with Codex

OpenClaw logo

OpenClaw

Use Tave MCP with OpenClaw

Hermes logo

Hermes

Use Tave MCP with Hermes

CLI logo

CLI

Use Tave MCP with CLI

LangChain logo

LangChain

Use Tave MCP with LangChain

Vercel AI SDK logo

Vercel AI SDK

Use Tave MCP with Vercel AI SDK

Mastra AI logo

Mastra AI

Use Tave MCP with Mastra AI

LlamaIndex logo

LlamaIndex

Use Tave MCP with LlamaIndex

CrewAI logo

CrewAI

Use Tave MCP with CrewAI

FAQ

Frequently asked questions

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

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

Start with Tave.It takes 30 seconds.

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

Start building
Customer stories

Teams ship real agents on Composio

GET STARTED FOR FREEBOOK A DEMO
agent.aiZoomLettaGleanHubSpotAWSWabi

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
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
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
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
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
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
Jerome Leclanche
Co-Founder, Ingram Technologies