How to integrate One drive MCP with CrewAI

This guide walks you through connecting One drive to CrewAI using the Composio tool router. By the end, you'll have a working One drive agent that can share project folder with your team, download the latest version of report.docx, check who can access budget.xlsx through natural language commands. This guide will help you understand how to give your CrewAI agent real control over a One drive account through Composio's One drive MCP server. Before we dive in, let's take a quick look at the key ideas and tools involved.

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OneDrive is Microsoft’s cloud storage for storing, syncing, and sharing files across devices. Access your files securely anywhere with real-time collaboration and offline support.

60 Tools9 Triggers

Introduction

This guide walks you through connecting One drive to CrewAI using the Composio tool router. By the end, you'll have a working One drive agent that can share project folder with your team, download the latest version of report.docx, check who can access budget.xlsx through natural language commands.

This guide will help you understand how to give your CrewAI agent real control over a One drive account through Composio's One drive 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 Composio API key and configure your One drive connection
  • Set up CrewAI with an MCP enabled agent
  • Create a Tool Router session or standalone MCP server for One drive
  • Build a conversational loop where your agent can execute One drive operations

What is CrewAI?

CrewAI is a powerful framework for building multi-agent AI systems. It provides primitives for defining agents with specific roles, creating tasks, and orchestrating workflows through crews.

Key features include:

  • Agent Roles: Define specialized agents with specific goals and backstories
  • Task Management: Create tasks with clear descriptions and expected outputs
  • Crew Orchestration: Combine agents and tasks into collaborative workflows
  • MCP Integration: Connect to external tools through Model Context Protocol

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

The One drive MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your OneDrive account. It provides structured and secure access to your cloud files and folders, so your agent can perform actions like uploading documents, sharing files, managing storage, and retrieving version histories on your behalf.

  • File and folder management: Effortlessly copy, move, or delete files and folders, keeping your OneDrive organized with just a prompt.
  • Easy sharing and collaboration: Instantly generate secure sharing links for documents or folders, making collaboration with others seamless.
  • File download and preview: Have your agent fetch files or retrieve visual thumbnails for quick previews and streamlined access.
  • Access control and permissions review: Check who can view or edit any file or folder, and manage sharing permissions without manual clicks.
  • Version tracking and quota monitoring: Retrieve version histories for files and monitor your storage quota to stay on top of changes and space usage.

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 step08 STEPS
1

Prerequisites

Before starting, make sure you have:
  • Python 3.9 or higher
  • A Composio account and API key
  • A One drive connection authorized in Composio
  • An OpenAI API key for the CrewAI LLM
  • Basic familiarity with Python
2

Getting API Keys for OpenAI and Composio

OpenAI API Key
  • Go to the OpenAI dashboard and create an API key. You'll need credits to use the models, or you can connect to another model provider.
  • Keep the API key safe.
Composio API Key
  • Log in to the Composio dashboard.
  • Navigate to your API settings and generate a new API key.
  • Store this key securely as you'll need it for authentication.
3

Install dependencies

bash
pip install composio crewai crewai-tools[mcp] python-dotenv
What's happening:
  • composio connects your agent to One drive via MCP
  • crewai provides Agent, Task, Crew, and LLM primitives
  • crewai-tools[mcp] includes MCP helpers
  • python-dotenv loads environment variables from .env
4

Set up environment variables

bash
COMPOSIO_API_KEY=your_composio_api_key_here
USER_ID=your_user_id_here
OPENAI_API_KEY=your_openai_api_key_here

Create a .env file in your project root.

What's happening:

  • COMPOSIO_API_KEY authenticates with Composio
  • USER_ID scopes the session to your account
  • OPENAI_API_KEY lets CrewAI use your chosen OpenAI model
5

Import dependencies

python
import os
from composio import Composio
from crewai import Agent, Task, Crew
from crewai_tools import MCPServerAdapter
import dotenv

dotenv.load_dotenv()

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

if not COMPOSIO_API_KEY:
    raise ValueError("COMPOSIO_API_KEY is not set")
if not COMPOSIO_USER_ID:
    raise ValueError("COMPOSIO_USER_ID is not set")
What's happening:
  • CrewAI classes define agents and tasks, and run the workflow
  • MCPServerHTTP connects the agent to an MCP endpoint
  • Composio will give you a short lived One drive MCP URL
6

Create a Composio Tool Router session for One drive

python
composio_client = Composio(api_key=COMPOSIO_API_KEY)
session = composio_client.create(user_id=COMPOSIO_USER_ID, toolkits=["one_drive"])

url = session.mcp.url
What's happening:
  • You create a One drive only session through Composio
  • Composio returns an MCP HTTP URL that exposes One drive tools
7

Initialize the MCP Server

python
server_params = {
    "url": url,
    "transport": "streamable-http",
    "headers": {"x-api-key": COMPOSIO_API_KEY},
}

with MCPServerAdapter(server_params) as tools:
    agent = Agent(
        role="Search Assistant",
        goal="Help users search the internet effectively",
        backstory="You are a helpful assistant with access to search tools.",
        tools=tools,
        verbose=False,
        max_iter=10,
    )
What's Happening:
  • Server Configuration: The code sets up connection parameters including the MCP server URL, streamable HTTP transport, and Composio API key authentication.
  • MCP Adapter Bridge: MCPServerAdapter acts as a context manager that converts Composio MCP tools into a CrewAI-compatible format.
  • Agent Setup: Creates a CrewAI Agent with a defined role (Search Assistant), goal (help with internet searches), and access to the MCP tools.
  • Configuration Options: The agent includes settings like verbose=False for clean output and max_iter=10 to prevent infinite loops.
  • Dynamic Tool Usage: Once created, the agent automatically accesses all Composio Search tools and decides when to use them based on user queries.
8

Create a CLI Chatloop and define the Crew

python
print("Chat started! Type 'exit' or 'quit' to end.\n")

conversation_context = ""

while True:
    user_input = input("You: ").strip()

    if user_input.lower() in ["exit", "quit", "bye"]:
        print("\nGoodbye!")
        break

    if not user_input:
        continue

    conversation_context += f"\nUser: {user_input}\n"
    print("\nAgent is thinking...\n")

    task = Task(
        description=(
            f"Conversation history:\n{conversation_context}\n\n"
            f"Current request: {user_input}"
        ),
        expected_output="A helpful response addressing the user's request",
        agent=agent,
    )

    crew = Crew(agents=[agent], tasks=[task], verbose=False)
    result = crew.kickoff()
    response = str(result)

    conversation_context += f"Agent: {response}\n"
    print(f"Agent: {response}\n")
What's Happening:
  • Interactive CLI Setup: The code creates an infinite loop that continuously prompts for user input and maintains the entire conversation history in a string variable.
  • Input Validation: Empty inputs are ignored to prevent processing blank messages and keep the conversation clean.
  • Context Building: Each user message is appended to the conversation context, which preserves the full dialogue history for better agent responses.
  • Dynamic Task Creation: For every user input, a new Task is created that includes both the full conversation history and the current request as context.
  • Crew Execution: A Crew is instantiated with the agent and task, then kicked off to process the request and generate a response.
  • Response Management: The agent's response is converted to a string, added to the conversation context, and displayed to the user, maintaining conversational continuity.

Complete Code

Here's the complete code to get you started with One drive and CrewAI:

python
from crewai import Agent, Task, Crew, LLM
from crewai_tools import MCPServerAdapter
from composio import Composio
from dotenv import load_dotenv
import os

load_dotenv()

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.")

# Initialize Composio and create a session
composio = Composio(api_key=COMPOSIO_API_KEY)
session = composio.create(
    user_id=COMPOSIO_USER_ID,
    toolkits=["one_drive"],
)
url = session.mcp.url

# Configure LLM
llm = LLM(
    model="gpt-5",
    api_key=os.getenv("OPENAI_API_KEY"),
)

server_params = {
    "url": url,
    "transport": "streamable-http",
    "headers": {"x-api-key": COMPOSIO_API_KEY},
}

with MCPServerAdapter(server_params) as tools:
    agent = Agent(
        role="Search Assistant",
        goal="Help users with internet searches",
        backstory="You are an expert assistant with access to Composio Search tools.",
        tools=tools,
        llm=llm,
        verbose=False,
        max_iter=10,
    )

    print("Chat started! Type 'exit' or 'quit' to end.\n")

    conversation_context = ""

    while True:
        user_input = input("You: ").strip()

        if user_input.lower() in ["exit", "quit", "bye"]:
            print("\nGoodbye!")
            break

        if not user_input:
            continue

        conversation_context += f"\nUser: {user_input}\n"
        print("\nAgent is thinking...\n")

        task = Task(
            description=(
                f"Conversation history:\n{conversation_context}\n\n"
                f"Current request: {user_input}"
            ),
            expected_output="A helpful response addressing the user's request",
            agent=agent,
        )

        crew = Crew(agents=[agent], tasks=[task], verbose=False)
        result = crew.kickoff()
        response = str(result)

        conversation_context += f"Agent: {response}\n"
        print(f"Agent: {response}\n")

Conclusion

You now have a CrewAI agent connected to One drive through Composio's Tool Router. The agent can perform One drive operations through natural language commands.

Next steps:

  • Add role-specific instructions to customize agent behavior
  • Plug in more toolkits for multi-app workflows
  • Chain tasks for complex multi-step operations
TOOLS & TRIGGERS

Supported Tools and Triggers

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

Check In Drive Item

Tool to check in a checked out driveItem resource, making the version of the document available to others.

Checkout Drive Item

Tool to check out a driveItem to prevent others from editing it and make your changes invisible until checked in.

Copy Item

Tool to copy a DriveItem (file or folder) to a new location asynchronously.

Create Drive Item Permission

Tool to create a new permission on a OneDrive drive item.

Create Sharing Link

Tool to create a sharing link for a DriveItem (file or folder) by its unique ID.

Delete Item

Tool to delete a DriveItem (file or folder) by its unique ID from the authenticated user's OneDrive.

Permanently Delete Drive Item

Tool to permanently delete a driveItem by its ID without moving it to the recycle bin.

Delete Drive Item Permission

Tool to delete a permission from a drive item.

Delete Shares Permission

Tool to delete the permission navigation property for a shared drive item.

Discard Checkout

Tool to discard the checkout of a driveItem, releasing it and discarding any changes made while checked out.

Download a file

Downloads a file from a user's OneDrive using its item ID, which must refer to a file and not a folder.

Download file by path

Downloads the contents of a file from OneDrive by its path.

Download item as format

Tool to download the contents of a driveItem converted to a specific format (e.

Download Drive Item Version Content

Tool to download the contents of a specific previous version of a drive item (file).

Follow Drive Item

Tool to follow a driveItem (file or folder) in OneDrive or SharePoint.

Get Drive

Retrieves the properties and relationships of a Drive resource by its unique ID.

Get DriveItem by Sharing URL

Tool to resolve a OneDrive/SharePoint sharing URL (or shareId) to a DriveItem with driveId and itemId.

Get Drives Following

Tool to retrieve a specific followed driveItem from a drive.

Get Group Drive

Tool to retrieve the document library (drive) for a Microsoft 365 group.

Get Item Metadata

Retrieves the metadata of a DriveItem by its unique ID.

Get Item Permissions

Retrieves the permissions of a DriveItem by its unique ID within a specific Drive.

Get Item Thumbnails

Tool to retrieve the thumbnails associated with a DriveItem.

Get Item Versions

Tool to retrieve the version history of a DriveItem by its unique ID.

Get Recent Items

Get files and folders recently accessed by the user.

Get Drive Root Folder

Tool to retrieve metadata for the root folder of the signed-in user's OneDrive.

Get Shared Item by ShareId

Tool to access a shared DriveItem or collection of shared items using a shareId or encoded sharing URL.

Get Shared Items

Tool to retrieve items shared with the authenticated user (not items the user has shared with others).

Get SharePoint List Items

Tool to get the items (list items) within a specific SharePoint list on a site.

Get Site Details

Retrieves metadata for a specific SharePoint site by its ID.

Get SharePoint Site Page Content

Gets the content of a modern SharePoint site page.

Get Drive Special Folder

Tool to retrieve a special folder in OneDrive by name.

Grant Shares Permission

Tool to grant users access to a link represented by a permission using an encoded sharing URL.

Invite User to Drive Item

Tool to invite users or grant permissions to a specific item in a OneDrive drive.

List Drive Activities

Tool to retrieve recent activities on the authenticated user's OneDrive.

List Drive Bundles

Tool to retrieve a list of bundle resources from a specified drive.

List Drives

Tool to retrieve a list of Drive resources available to the authenticated user, or for a specific user, group, or site.

List Folder Children

List the direct children (files/folders) of a OneDrive/SharePoint folder by DriveItem ID or path.

List Drive Item Activities

Tool to list recent activities for a specific item in a OneDrive drive.

List Root Drive Changes

Tool to list changes in the root of the user's primary drive using a delta token.

List Shares Permission

Tool to retrieve permission details for a shared OneDrive or SharePoint item using a share ID.

List SharePoint List Items Delta

Tool to track changes to items in a SharePoint list using a delta query.

List Site Columns

Tool to list all column definitions for a SharePoint site.

List Site Drive Items Delta

Tool to track changes to DriveItems in the default document library of a SharePoint site.

List Site Lists

Tool to list all lists under a specific SharePoint site.

List Site Subsites

Tool to list all subsites of a SharePoint site.

List Subscriptions

Tool to list the current subscriptions for the authenticated user or app.

Move Item

Tool to move a file or folder to a new parent folder in OneDrive.

Create folder

Creates a new folder in the user's OneDrive, automatically renaming on conflict, optionally within a specified parent_folder (by ID or full path from root) which, if not the root, must exist and be accessible.

Create a new text file

Creates a new plain-text file with specified content in the authenticated user's personal OneDrive, using either the folder's unique ID or its absolute path relative to the user's OneDrive root (paths are automatically resolved to IDs); note that OneDrive may rename or create a new version if the filename already exists.

Find Item

Non-recursively finds an item (file or folder) in a specified OneDrive folder; if `folder` is provided as a path, it must actually exist.

Find Folder

Finds folders by name within an accessible parent folder in OneDrive, or lists all its direct child folders if no name is specified.

List OneDrive items

Retrieves all files and folders as `driveItem` resources from the root of a specified user's OneDrive, automatically handling pagination.

Upload file

Uploads a file to a specified OneDrive folder, automatically creating the destination folder if it doesn't exist, renaming on conflict, and supporting large files via chunking.

Preview Drive Item

Generates or retrieves a short-lived, permission-bound embeddable URL for a preview of a specific item.

Restore Deleted Item

Tool to restore a deleted OneDrive driveItem (file or folder) from the recycle bin.

Search Items

Search OneDrive for files and folders by keyword.

Delete Drive Following

Tool to unfollow a driveItem by removing it from the user's followed items collection.

Update Drive Item Metadata

Tool to update the metadata of a specific item (file or folder) in OneDrive.

Update Drive Item Permissions

Tool to update the roles of an existing permission on a OneDrive drive item.

Update File Content

Tool to create an upload session for updating an existing file's content in OneDrive.

FAQ

Frequently asked questions

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

Yes, you can. CrewAI 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 One drive tools.

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

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