How to integrate Turbot pipes MCP with Google ADK

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Introduction

This guide walks you through connecting Turbot pipes to Google ADK using the Composio tool router. By the end, you'll have a working Turbot pipes agent that can show all recent activity logs for your account, list all workspaces i have access to, retrieve your current organization details through natural language commands.

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

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

Also integrate Turbot pipes with

TL;DR

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

The Turbot pipes MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Turbot pipes account. It provides structured and secure access to your Turbot Pipes platform, so your agent can perform actions like retrieving activity logs, managing workspaces, exploring identities, viewing organizations, and handling notification endpoints on your behalf.

  • Activity monitoring and auditing: Ask your agent to fetch detailed activity logs for your account, helping you track user actions and audit changes across your Turbot Pipes environment.
  • Workspace and organization management: Retrieve and list all organizations and workspaces associated with your account to keep tabs on your team’s collaboration spaces and resources.
  • Identity exploration and avatar retrieval: Let your agent search identities, fetch details by handle, and even grab profile avatars—useful for user management and directory automation.
  • Notification endpoint discovery: Quickly list all user notifiers set up for your account, so you can manage or audit where and how notifications are delivered.
  • Account and connection insights: Access detailed information about the authenticated actor and their connections to maintain visibility and control over account access and linked integrations.

Supported Tools & Triggers

Tools
Get Authenticated ActorTool to retrieve the authenticated actor.
List Actor ActivityTool to list activities for the authenticated actor.
List actor connectionsTool to list connections associated with the authenticated actor.
List Actor OrganizationsTool to list organizations associated with the authenticated actor.
List Actor WorkspacesTool to list workspaces for the authenticated actor.
Start login via EmailTool to start login process by sending a confirmation code to a user's email.
Create User SignupTool to create a new user account via signup.
Create org connectionTool to create a new connection for an organization.
Create Org Connection FolderTool to create a new connection folder for an organization.
Create Org Workspace AggregatorTool to create an aggregator for a workspace of an organization.
Create Org Workspace ConnectionTool to create a connection on an org workspace or associate an existing org connection to the workspace.
Create Org Workspace Connection FolderTool to create a connection folder in a workspace of an organization.
Create Org Workspace QueryTool to execute a SQL query in an org workspace using POST method.
Create Org Workspace SnapshotTool to create a new workspace snapshot for an organization.
Create User AI KeyTool to create a new AI provider API key at the user level.
Create User ConnectionTool to create a new connection for a user.
Create User IntegrationTool to create a new integration for a user.
Create User NotifierTool to create a new notifier for a user.
Create User PasswordTool to create or rotate a user password.
Create User Workspace ConnectionTool to create a connection on a workspace for a user.
Create User Workspace Connection FolderTool to create a connection folder in a workspace of a user.
Create User Workspace DatatankTool to create a new user workspace Datatank.
Create User Workspace Datatank TableTool to create a new user workspace datatank table.
Create User Workspace Mod Variable SettingTool to create a setting for a mod variable in a user workspace.
Create User Workspace NotifierTool to create a new notifier for a user workspace.
Delete Org Workspace ConversationTool to delete a specific org workspace conversation.
Delete OrganizationTool to delete a specified organization if you have appropriate access.
Delete Org Billing SubscriptionTool to delete an organization billing subscription.
Delete Org Connection PermissionTool to delete permission for a connection defined on an org.
Delete Organization WorkspaceTool to delete an organization workspace.
Delete Org Workspace Mod Variable SettingTool to delete setting for a mod variable in an organization workspace.
Delete User AvatarTool to delete custom avatar for a user.
Delete User IntegrationTool to delete an integration configured for a user.
Delete User Workspace Mod Variable SettingTool to delete a mod variable setting in a user workspace.
Delete User Workspace NotifierTool to delete a notifier for a user workspace.
Delete User Workspace PipelineTool to delete a pipeline from a user's workspace.
Get Auth ProviderTool to initiate OAuth authentication flow with a provider.
Get User Workspace ConversationTool to retrieve details for a specific user workspace conversation.
Get Datatank TableTool to get the details for a workspace Datatank table.
Get OrganizationTool to retrieve organization information by handle.
Get Organization Billing InvoiceTool to get an invoice for an organization.
Get Org Connection PermissionTool to retrieve permission details for an org connection.
Get Organization IntegrationTool to get details of an integration configured on an organization.
Get Organization MemberTool to retrieve a specific organization member by org handle and user handle.
Get Org Workspace ConnectionTool to get the details for a workspace and connection association on an organization.
Get Org Workspace Connection FolderTool to retrieve a connection folder for an organization workspace.
Get Org Workspace Flowpipe TriggerTool to get the details of a trigger for a workspace in an organization.
Get Org Workspace IntegrationTool to get details of an integration available for a workspace belonging to an organization.
Get Org Workspace Mod Variable SettingTool to get setting for a mod variable in an organization workspace.
Get Org Workspace NotifierTool to retrieve a notifier from an org workspace.
Get Org Workspace Query DataTool to execute a SQL query in an org workspace and retrieve results.
Get TenantTool to retrieve tenant information by handle.
Get Tenant AvatarTool to retrieve public avatar image for a tenant.
Get UserTool to retrieve user information by handle.
Get User AI KeyTool to retrieve AI provider API key metadata at the user level.
Get User Billing PlanTool to get the current user billing plan.
Get User Billing Upcoming InvoiceTool to get the upcoming invoice for a user.
Get User ConnectionTool to retrieve details of a connection belonging to a user.
Get User EmailTool to retrieve a specific user email record with metadata.
Get User IntegrationTool to get details of an integration configured on a user.
Get User Database PasswordTool to retrieve user database password.
Get User PreferencesTool to retrieve user preferences including email subscription settings.
Get User ProcessTool to retrieve process information for a user.
Get User WorkspaceTool to retrieve workspace details for a specific user.
Get User Workspace AggregatorTool to get the details of an aggregator belonging to a workspace of a user.
Get User Workspace ConnectionTool to get the details for a workspace and connection association for a user.
Get User Workspace Connection FolderTool to retrieve a connection folder for a user workspace.
Get User Workspace DatatankTool to retrieve user workspace datatank details.
Get User Workspace Flowpipe ModTool to retrieve details of an installed flowpipe mod in a user workspace.
Get User Workspace Flowpipe PipelineTool to retrieve pipeline details for a user workspace.
Get User Workspace IntegrationTool to get details of an integration available for a workspace belonging to a user.
Get User Workspace ModTool to retrieve details of an installed mod in a user's workspace.
Get User Workspace Mod Variable SettingTool to get setting for a mod variable in a user workspace.
Get User Workspace NotifierTool to retrieve a notifier from a user workspace.
Get User Workspace PipelineTool to get the details of a pipeline for a workspace of a user.
Get User Workspace ProcessTool to retrieve process details for a user workspace.
Get User Workspace Process LogTool to retrieve process logs for a user workspace process.
Get User Workspace QueryTool to execute a SQL query in a user workspace and retrieve results.
Get User Workspace Query DataTool to execute a SQL query in a user workspace and retrieve results.
Get User Workspace SchemaTool to retrieve workspace schema details for a specific user.
Get User Workspace Schema TableTool to get details about a specific table in a user workspace schema.
Get IdentityTool to retrieve a specific identity by handle.
Get Identity AvatarTool to retrieve avatar image for an identity.
List IdentitiesTool to list all identities.
Initiate User LoginTool to initiate user login.
Install User Slack IntegrationTool to install a Slack integration for a user identity.
Install User Workspace Flowpipe ModTool to install a flowpipe mod to a user's workspace.
Install User Workspace ModTool to install a mod to a user workspace.
List Organization ProcessesTool to list processes for an organization.
List Organization Service AccountsTool to list service accounts at the organization level.
List Organization UsageTool to list all usage metrics for an organization.
List Org Workspace DatatankTool to list org workspace Datatank with pagination support.
List Organization Workspace Flowpipe Mod VariablesTool to list all variables for a flowpipe mod in an organization workspace.
List Org Workspace ModsTool to list organization workspace installed mods with pagination support.
List Organization Workspace PipelinesTool to list pipelines for a workspace of an organization.
List Org Workspace ProcessesTool to list processes associated with an org workspace.
List Organization WorkspacesTool to list workspaces for a specific organization.
Get Tenant SettingsTool to retrieve tenant settings.
List TenantsTool to list tenants the actor is a member of.
List User AI KeysTool to list AI provider API keys configured at the user level.
List User Audit LogsTool to list audit logs for a specific user.
List User Billing InvoicesTool to list user invoices with pagination support.
List User Billing Payment MethodsTool to list user billing payment methods.
List User Billing SubscriptionsTool to list user billing subscriptions.
List User ConnectionsTool to list connections for a specific user by user handle.
List User ConstraintsTool to list all applicable constraints for a user.
List User EmailsTool to list emails for a user along with metadata information for each item.
List User IntegrationsTool to list integrations configured for a user.
List User ProcessesTool to list processes for a user.
List User UsageTool to list all usage metrics for a user.
List User Workspace AggregatorsTool to list aggregators for a workspace of a user.
List User Workspace Aggregator ConnectionsTool to list all connections that are part of an aggregator in a user workspace.
List User Workspace Audit LogsTool to list audit logs for a specific user workspace.
List User Workspace ConnectionsTool to list connections explicitly defined or associated to a workspace.
List User Workspace Connection AssociationsTool to list connections associated with a workspace for a specific user.
List User Workspace Connection FoldersTool to list connection folders for a user workspace.
List User Workspace Connection TreeTool to list connection tree for a user workspace.
List User Workspace ConversationsTool to list AI conversations in a user workspace with optional filtering and pagination.
List User Workspace DatatankTool to list user workspace Datatank with pagination support.
List User Workspace Datatank PartitionsTool to list user workspace Datatank partitions with pagination support.
List User Workspace Datatank TableTool to list user workspace Datatank tables with pagination support.
List User Workspace Database LogsTool to list database query logs for a specific user workspace.
List User Workspace Flowpipe InputsTool to list Flowpipe inputs for a user workspace.
List User Workspace Flowpipe Mod VariablesTool to list all variables for a flowpipe mod in a user workspace.
List User Workspace Flowpipe PipelinesTool to list Flowpipe pipelines for a user workspace.
List User Workspace Pipeline TriggersTool to list Flowpipe triggers associated with a specific pipeline in a user workspace.
List User Workspace Flowpipe TriggersTool to list Flowpipe triggers for a user workspace.
List User Workspace IntegrationsTool to list integrations available for a user workspace.
List User Workspace ModsTool to list user workspace installed mods with pagination support.
List User Workspace Mod VariablesTool to list all variables applicable for a mod in a workspace specific to a user.
List User Workspace NotifiersTool to list all notifiers for a user workspace.
List User Workspace PipelinesTool to list pipelines for a workspace of a user.
List User Workspace ProcessesTool to list processes associated with a user workspace.
List User WorkspacesTool to list workspaces for a specific user.
List User Workspace SchemasTool to list schemas for a user workspace.
List User Workspace Schema TablesTool to list tables for a user workspace schema with pagination support.
List User Workspace SnapshotsTool to list workspace snapshots for a user.
List User Workspace UsageTool to list the usage associated with a user workspace.
Post User Workspace Notifier CommandTool to post a command for a notifier in a user's workspace.
Post User Workspace QueryTool to perform a SQL query in a user workspace.
Run Organization Workspace CommandTool to run a command in an organization workspace.
Run User Workspace CommandTool to run a command in a user workspace.
Run User Workspace Flowpipe Pipeline CommandTool to run a command on a Flowpipe pipeline in a user workspace.
Run User Workspace Flowpipe Trigger CommandTool to run a command on a trigger in a workspace belonging to a user.
Run User Workspace QueryTool to perform a SQL query in a user workspace using POST method.
Send Chat Message to User Workspace AITool to send a chat message to the AI agent in a user workspace.
Test User AI KeyTool to test whether an AI provider API key is valid at the user level.
Test User ConnectionTool to test a user connection for basic connectivity.
Test User IntegrationTool to test the config for a user integration to check for basic connectivity before you create it.
Test User Workspace ConnectionTool to test the config for a connection configured on a user workspace to check for basic connectivity.
Uninstall Flowpipe ModTool to uninstall a flowpipe mod from a user's workspace.
Uninstall Org Workspace Flowpipe ModTool to uninstall a flowpipe mod from an organization workspace.
Update User Workspace ConversationTool to update a user workspace conversation (e.
Update Org Billing SubscriptionTool to update an organization billing subscription.
Update Org ConnectionTool to update the details of a connection belonging to an organization.
Update Org Connection FolderTool to update the details of an org connection folder.
Update Organization Member RoleTool to update the role of an organization member.
Update Organization Service AccountTool to update an existing service account at the organization level.
Update Organization Service Account TokenTool to update an existing token for an organization-level service account.
Update UserTool to update user information including handle name, display name, or URL.
Update User AI KeyTool to update an existing AI provider API key at the user level.
Update User ConnectionTool to update the details of a connection belonging to a user.
Update User IntegrationTool to update details of an integration configured for a user.
Update User PreferencesTool to update user preferences for email communications.
Update User TokenTool to update a user token's status between active and inactive.
Update User WorkspaceTool to update the workspace for a user.
List User NotifiersTool to list all notifiers for a user.
Delete User TokenTool to delete a specific user token.
Get User TokenTool to retrieve details of a specific user token.

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

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

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.

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 Turbot pipes via MCP
  • python-dotenv loads environment variables

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

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

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

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=["turbot_pipes"],
)

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

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 Turbot pipes 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

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 Turbot pipes 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=["turbot_pipes"],
)

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 Turbot pipes operations."
    ),  
    tools=[composio_toolset],
)

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

Conclusion

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

Key takeaways:

  • The Tool Router approach dynamically routes requests to the appropriate Turbot pipes 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.

How to build Turbot pipes MCP Agent with another framework

FAQ

What are the differences in Tool Router MCP and Turbot pipes MCP?

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

Can I use Tool Router MCP with Google ADK?

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 Turbot pipes tools.

Can I manage the permissions and scopes for Turbot pipes while using Tool Router?

Yes, absolutely. You can configure which Turbot pipes 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.

How safe is my data with Composio Tool Router?

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 Turbot pipes data and credentials are handled as safely as possible.

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Agent.ai
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DataStax
Entelligence
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Context
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HubSpot
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Altera
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Entelligence
Rolai

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