How to integrate Griptape MCP with Google ADK

This guide walks you through connecting Griptape to Google ADK using the Composio tool router. By the end, you'll have a working Griptape agent that can create a new assistant named 'dochelper', list all assistants available in your workspace, start a run for assistant 'codegenpro' with input data through natural language commands. This guide will help you understand how to give your Google ADK agent real control over a Griptape account through Composio's Griptape MCP server. Before we dive in, let's take a quick look at the key ideas and tools involved.

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Griptape is a platform for building, deploying, and scaling generative AI apps and workflows. It streamlines AI orchestration and lets teams move from prototype to production fast.

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Introduction

This guide walks you through connecting Griptape to Google ADK using the Composio tool router. By the end, you'll have a working Griptape agent that can create a new assistant named 'dochelper', list all assistants available in your workspace, start a run for assistant 'codegenpro' with input data through natural language commands.

This guide will help you understand how to give your Google ADK agent real control over a Griptape account through Composio's Griptape 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 Griptape account set up and connected to Composio
  • Install the Google ADK and Composio packages
  • Create a Composio Tool Router session for Griptape
  • Build an agent that connects to Griptape through MCP
  • Interact with Griptape 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 Griptape MCP server, and what's possible with it?

The Griptape MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Griptape account. It provides structured and secure access to your Griptape platform, so your agent can create assistants, launch and monitor AI runs, retrieve logs, and analyze results automatically on your behalf.

  • Automated assistant creation and management: Easily direct your agent to create new assistants or list existing ones, making it simple to manage your AI resources in Griptape Cloud.
  • Launching and controlling assistant runs: Let your agent start new assistant runs, cancel ongoing executions, or fetch the status of any run for streamlined AI workflow management.
  • Real-time monitoring of assistant activities: Have your agent stream live run events, monitor progress, or retrieve detailed logs to keep tabs on every step of your generative AI processes.
  • Error handling and diagnostics: Ask your agent to fetch detailed error reports for failed runs, helping you troubleshoot and resolve issues quickly and efficiently.
  • Result retrieval and historical analysis: Automatically pull final outputs from completed runs and review historical execution data, empowering you to analyze and improve your generative AI pipelines over time.

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 Griptape 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=["griptape"],
)

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 Griptape 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 Griptape 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=["griptape"],
)

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

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

Conclusion

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

Key takeaways:

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

Assistant Creation

Tool to create a new assistant.

List Assistants

Tool to list all assistants.

Cancel Assistant Run

Tool to cancel an ongoing assistant run.

Assistant Run Creation

Creates a new assistant run to execute a conversation turn with a Griptape Cloud assistant.

Get Assistant Run Error Details

Tool to fetch detailed error information for a specific assistant run.

List Assistant Runs

Tool to list all runs for a given assistant.

Assistant Run Logs Retrieval

Retrieve the complete execution logs for an assistant run in Griptape Cloud.

Retrieve Assistant Run

Tool to retrieve an assistant run's status and details.

Retry Assistant Run

Tool to attempt retrying a failed assistant run.

Cancel Data Job

Tool to cancel a running or queued data job.

Create Bucket

Tool to create a new bucket in Griptape Cloud.

Create Bucket Asset

Tool to create a new asset in a Griptape Cloud bucket.

Create Data Connector

Tool to create a new data connector in Griptape Cloud.

Create Data Connector Job

Tool to create a data job for a data connector in Griptape Cloud.

Create Export Job

Tool to create a new export job in Griptape Cloud.

Create Function

Tool to create a new function in Griptape Cloud.

Create Function Deployment

Tool to create a new deployment for a function from a code source.

Create Import Job

Tool to create a new import job in Griptape Cloud.

Create Integration

Tool to create a new integration in Griptape Cloud.

Create Knowledge Base

Tool to create a new knowledge base in Griptape Cloud.

Create Knowledge Base Job

Tool to create a knowledge base job for ingesting data into a knowledge base.

Create Library

Tool to create a new library in Griptape Cloud.

Create Model Configuration

Tool to create a new model configuration in Griptape Cloud.

Create Model Auth Config

Tool to create a model authentication configuration in Griptape Cloud.

Create Organization API Key

Tool to create a new API key for a specific organization.

Create Retriever

Tool to create a new retriever in Griptape Cloud.

Create Rule

Tool to create a new rule in Griptape Cloud.

Create Secret

Tool to create a new secret in Griptape Cloud.

Create Structure

Tool to create a new structure in Griptape Cloud.

Create Structure Deployment

Tool to create a new deployment for a structure.

Create Thread

Tool to create a new thread in Griptape Cloud.

Create Thread Message

Tool to create a new message in a specific thread.

Create Tool Deployment

Create a new deployment for a tool from a GitHub repository.

Delete API Key

Tool to delete an API key by ID.

Delete Assistant

Tool to delete an assistant by ID.

Delete Bucket

Tool to delete a bucket by ID.

Delete Bucket Asset

Tool to delete a specific asset from a Griptape Cloud bucket.

Delete Data Connector

Tool to delete a data connector.

Delete Function

Tool to delete a function from Griptape Cloud.

Delete Integration

Tool to delete an integration by ID.

Delete Knowledge Base

Tool to delete a Knowledge Base from Griptape Cloud.

Delete Library

Tool to delete a library from Griptape Cloud.

Delete Message

Tool to delete a message by its ID.

Delete Model Configuration

Tool to delete a model configuration from Griptape Cloud.

Delete Model Auth Config

Tool to delete a model auth config by ID.

Delete Rule

Tool to delete a rule by its ID.

Delete Ruleset

Tool to permanently delete a ruleset from Griptape Cloud by its ID.

Delete Secret

Tool to delete a secret from Griptape Cloud.

Delete Structure

Tool to delete a structure from Griptape Cloud.

Delete Thread

Tool to delete a thread by its ID.

Delete Tool

Tool to delete a tool from Griptape Cloud.

Get API Key

Tool to retrieve an API key's details.

Get Assistant

Tool to retrieve a specific assistant's details by ID.

Get Billing Management URL

Tool to retrieve the billing management portal URL.

Get Bucket

Tool to retrieve a bucket's details by its ID.

Get Bucket Asset

Tool to retrieve a specific asset from a Griptape Cloud bucket.

Get Bucket Asset URL

Tool to generate a signed URL for accessing or uploading bucket assets.

Get Configuration

Tool to retrieve Griptape Cloud configuration.

Get Credits Balance

Tool to retrieve the current credits balance.

Get Data Connector

Tool to retrieve a data connector's configuration and details from Griptape Cloud.

Get Data Job

Tool to retrieve a data job's status and details by its ID.

Get Export Job

Tool to retrieve an export job by ID.

Get Function

Tool to retrieve a function's details.

Get Import Job

Tool to retrieve an import job's status and details.

Get Integration

Tool to retrieve a specific integration's details by ID.

Get Knowledge Base

Tool to retrieve a knowledge base's configuration and details from Griptape Cloud.

Get Knowledge Base Job

Tool to retrieve a knowledge base job's status and details by its ID.

Get Knowledge Base Search

Tool to retrieve details of a specific knowledge base search by its ID.

Get Library

Tool to retrieve a specific library's details by ID.

Get Message

Tool to retrieve a specific message's details by ID.

Get Model Configuration

Tool to retrieve a model configuration's details by its ID.

Get Model Auth Config

Tool to retrieve a model auth config by ID.

Get Organization

Tool to retrieve an organization's details by its ID.

Get Retriever

Tool to retrieve a retriever's details by its ID.

Get Retriever Component

Tool to retrieve a retriever component's details by its ID.

Get Rule

Tool to retrieve a specific rule's details by ID.

Get Ruleset

Tool to retrieve a specific ruleset's details by ID.

Get Ruleset by Alias

Retrieve a ruleset from Griptape Cloud by its unique alias identifier.

Get Secret

Tool to retrieve a secret's details from Griptape Cloud.

Get Structure

Tool to retrieve a structure's configuration and details from Griptape Cloud.

Get Structures Dashboard

Tool to retrieve dashboard metrics for structures.

Get Thread

Tool to retrieve a specific thread's details by ID.

Get Tool

Tool to retrieve a specific tool's details by ID.

Get Usage

Tool to retrieve current usage statistics.

Get User

Tool to retrieve a user's details by their ID.

List Assistant Run Events

Tool to list events for an assistant run with pagination support.

List Bucket Assets

Tool to list assets in a bucket.

List Buckets

Tool to list all buckets in Griptape Cloud.

List Connections

Tool to list all connections.

List Data Connectors

Tool to list all data connectors.

List Embedding Drivers

Tool to list available embedding drivers.

List Export Jobs

Tool to list export jobs from Griptape Cloud.

List Function Deployments

Tool to list all deployments for a specific function.

List Functions

Tool to list all functions with optional pagination.

List Import Jobs

Tool to list import jobs in Griptape Cloud.

List Integrations

Tool to list all integrations.

List Knowledge Base Jobs

Tool to list knowledge base jobs for a specific knowledge base.

List Knowledge Base Queries

Tool to list all queries made to a specific Griptape Cloud knowledge base.

List Knowledge Bases

Tool to list all knowledge bases.

List Knowledge Base Searches

Tool to list all searches performed on a specific knowledge base.

List Libraries

Tool to list all libraries in Griptape Cloud.

List Model Auth Configs

Tool to list all model authentication configurations with optional pagination.

List Models

Tool to list all models in Griptape Cloud.

List Organization API Keys

Tool to list all API keys in a specific organization.

List Organizations

Tool to list all organizations in Griptape Cloud.

List Retriever Components

Tool to list all retriever components in Griptape Cloud.

List Retrievers

Tool to list all retrievers in Griptape Cloud.

List Rules

Tool to list all rules in Griptape Cloud with optional pagination and filtering.

List Secrets

Tool to list all secrets in Griptape Cloud.

List Structure Deployments

Tool to list all deployments for a specific structure.

List Structure Runs

Tool to list all runs for a specific structure with optional pagination and status filtering.

List Structures

Tool to list all structures in Griptape Cloud.

List Thread Messages

Tool to list all messages in a specific thread.

List Threads

Tool to list all threads.

List Tool Deployments

Tool to list all deployments for a specific tool.

List Tool Runs

Tool to list all runs for a specific tool with optional pagination and status filtering.

List Users

Tool to list all users in Griptape Cloud.

Query knowledge base

Performs semantic search against a Griptape Cloud knowledge base using natural language.

Query Retriever

Tool to query a retriever in Griptape Cloud with a natural-language query.

Ruleset Creation

Creates a new ruleset in Griptape Cloud.

Search Knowledge Base

Searches a Griptape Cloud Knowledge Base with a natural-language query and returns a synthesized answer.

Create Tool

Create a new tool resource in Griptape Cloud.

Get Tool Deployment Status

Tool to retrieve status of a specific tool deployment.

List Tools

Tool to list all tools.

Update Assistant

Tool to update an existing assistant's configuration.

Update Bucket

Tool to update a bucket's properties by its ID.

Update Data Connector

Tool to update a data connector's configuration in Griptape Cloud.

Update Function

Tool to update an existing function's configuration.

Update Integration

Tool to update an existing integration's configuration.

Update Knowledge Base

Tool to update a knowledge base's configuration in Griptape Cloud.

Update Library

Tool to update an existing library's configuration in Griptape Cloud.

Update Message

Tool to update a message's input, output, and metadata by its ID.

Update Model Configuration

Tool to update a model configuration's properties by its ID.

Update Model Auth Config

Tool to update an existing model auth config's properties.

Update Organization

Tool to update an organization's properties by its ID.

Update Retriever

Tool to update an existing retriever's configuration in Griptape Cloud.

Update Retriever Component

Tool to update a retriever component's configuration by its ID.

Update Rule

Tool to update an existing rule's configuration.

Update Ruleset

Tool to update an existing ruleset's configuration.

Update Secret

Tool to update a secret's properties by its ID.

Update Structure

Tool to update an existing structure's configuration.

Update Thread

Tool to update an existing thread's configuration.

Update Tool

Tool to update an existing tool's configuration.

FRAMEWORKS

How to build Griptape MCP Agent with another framework

OpenAI Agents SDK logo

OpenAI Agents SDK

Use Griptape MCP with OpenAI Agents SDK

Claude Agent SDK logo

Claude Agent SDK

Use Griptape MCP with Claude Agent SDK

Claude Code logo

Claude Code

Use Griptape MCP with Claude Code

Claude Cowork logo

Claude Cowork

Use Griptape MCP with Claude Cowork

Codex logo

Codex

Use Griptape MCP with Codex

OpenClaw logo

OpenClaw

Use Griptape MCP with OpenClaw

Hermes logo

Hermes

Use Griptape MCP with Hermes

CLI logo

CLI

Use Griptape MCP with CLI

LangChain logo

LangChain

Use Griptape MCP with LangChain

Vercel AI SDK logo

Vercel AI SDK

Use Griptape MCP with Vercel AI SDK

Mastra AI logo

Mastra AI

Use Griptape MCP with Mastra AI

LlamaIndex logo

LlamaIndex

Use Griptape MCP with LlamaIndex

CrewAI logo

CrewAI

Use Griptape MCP with CrewAI

FAQ

Frequently asked questions

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

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

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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.

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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.

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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.

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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.

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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.

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Co-Founder, Ingram Technologies