How to integrate Sevdesk MCP with Google ADK

This guide walks you through connecting Sevdesk to Google ADK using the Composio tool router. By the end, you'll have a working Sevdesk agent that can generate and send a new invoice, list all unpaid customer invoices, add a new business expense entry through natural language commands. This guide will help you understand how to give your Google ADK agent real control over a Sevdesk account through Composio's Sevdesk MCP server. Before we dive in, let's take a quick look at the key ideas and tools involved.

Sevdesk logoSevdesk
Api Key

sevDesk is online accounting software for small businesses and freelancers. It streamlines invoicing, expense management, and reporting so you can focus on your business.

115 Tools

Introduction

This guide walks you through connecting Sevdesk to Google ADK using the Composio tool router. By the end, you'll have a working Sevdesk agent that can generate and send a new invoice, list all unpaid customer invoices, add a new business expense entry through natural language commands.

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

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

Also integrate Sevdesk with

TL;DR

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

The Sevdesk MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Sevdesk account. It provides structured and secure access to your accounting workspace, so your agent can perform actions like managing invoices, tracking expenses, generating reports, organizing contacts, and handling payments on your behalf.

  • Invoice creation and management: Instantly generate, send, and track invoices for your clients, keeping your business cash flow streamlined.
  • Expense tracking and categorization: Let your agent record and organize expenses, ensuring your books are always up to date and categorized for tax time.
  • Financial reporting and insights: Request detailed reports and summaries—like profit and loss or balance sheets—so you can make informed business decisions quickly.
  • Contact and customer management: Effortlessly add, update, or retrieve customer details and supplier information to keep your records accurate.
  • Payment and transaction handling: Enable your agent to log payments, match transactions, and help reconcile your accounts, reducing manual entry and errors.

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 Sevdesk 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=["sevdesk"],
)

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 Sevdesk 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 Sevdesk 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=["sevdesk"],
)

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

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

Conclusion

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

Key takeaways:

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

Book Invoice Amount

Tool to book an invoice amount in SevDesk.

Check Customer Number Availability

Tool to check if a customer number is available in sevDesk.

Create Accounting Contact

Tool to create a new accounting contact in sevDesk.

Create Check Account Transaction

Tool to create a new check account transaction in SevDesk.

Create Clearing Account

Tool to create a new clearing account in sevDesk.

Create Communication Way

Tool to create a new contact communication way (email, phone, website, etc.

Create Contact

Creates a new contact (person or company) in SevDesk accounting system.

Create Contact (REST API)

Tool to create a new contact in sevDesk using the standard REST API endpoint.

Create Contact Address

Tool to create a new contact address in SevDesk.

Create Contact Custom Field

Tool to create a custom field for a contact in sevDesk.

Create Contact Custom Field Setting

Creates a new contact custom field setting in sevDesk for tracking additional contact information.

Create Credit Note from Invoice

Tool to create a new credit note from an existing invoice in SevDesk.

Create File Import Account

Tool to create a new file import account (check account) in sevDesk.

Create Part

Tool to create a new part (product or service) in SevDesk.

Create Payment Method

Creates a new payment method in sevDesk for tracking different payment types.

Create Private Transaction Rule

Tool to create a new private transaction rule in SevDesk.

Create Tag

Tool to create a new tag and attach it to an object (Invoice, Order, Voucher, or CreditNote) in sevDesk.

Delete Accounting Contact By ID

Permanently deletes an accounting contact from sevDesk by its unique identifier.

Delete Check Account By ID

Permanently deletes a check account from sevDesk by its unique identifier.

Delete Check Account Transaction

Permanently deletes a check account transaction from sevDesk by its unique identifier.

Delete Communication Way By ID

Permanently deletes a communication way from sevDesk by its unique identifier.

Delete Contact

Permanently deletes a contact from sevDesk by its unique identifier.

Delete Contact Address By ID

Tool to delete a contact address from sevDesk by its unique identifier.

Delete Contact Custom Field By ID

Tool to permanently delete a contact custom field by its ID.

Delete Contact Custom Field Setting By ID

Tool to permanently delete a contact custom field setting by its ID.

Delete Credit Note By ID

Permanently deletes a credit note from sevDesk by its unique identifier.

Delete Order By ID

Permanently deletes an order from sevDesk by its unique identifier.

Delete Order Position By ID

Permanently deletes an order position from sevDesk by its unique identifier.

Delete Payment Method

Deletes a payment method in sevDesk by its ID.

Delete Private Transaction Rule By ID

Permanently deletes a private transaction rule from sevDesk by its unique identifier.

Delete Tag By ID

Permanently deletes a tag from sevDesk by its unique identifier.

Enshrine Check Account Transaction

Tool to enshrine a check account transaction by its ID.

Export Credit Note CSV

Tool to export credit notes as CSV from SevDesk.

Fetch Dictionary Entries By Type

Tool to retrieve placeholders (dictionary entries) for a specific object type in sevDesk.

Find Contacts By Custom Field Value

Tool to find contacts by custom field value.

Generate Progress Download Hash

Tool to generate a download hash for an export job progress.

Get Accounting Contact By ID

Tool to retrieve accounting contact details by ID.

Get Accounting Contacts

Tool to retrieve accounting contacts from sevDesk.

Get SevClient Account Invoices

Retrieves all sevDesk account invoices for the authenticated client.

Get Check Account Balance At Date

Tool to get the balance of a check account at a specific date.

Get Check Account By ID

Tool to retrieve details of a specific check account by ID.

Get Check Accounts

Tool to retrieve a list of all check accounts.

Get Check Account Transaction By ID

Tool to retrieve a specific check account transaction by its ID.

Get Check Account Transactions

Tool to retrieve list of check account transactions.

Get CommunicationWay By ID

Tool to retrieve details of a specific communication way by ID.

Get Communication Way Keys

Retrieve a list of communication way keys from sevDesk.

Get Communication Ways

Tool to retrieve communication ways from sevDesk.

Get Contact Address By ID

Tool to retrieve details of a specific contact address by ID.

Get Contact Addresses

Tool to retrieve contact addresses from sevdesk.

Get Contact By ID

Tool to retrieve details of a specific contact by ID.

Get Contact Custom Field By ID

Tool to retrieve a contact custom field by its ID.

Get Contact Custom Fields

Tool to retrieve contact custom fields from sevDesk.

Get Contact Custom Field Setting By ID

Tool to retrieve details of a specific contact custom field setting by ID.

Get Contact Custom Field Setting Reference Count

Tool to receive the count of references for a contact custom field setting.

Get Contact Custom Field Settings

Tool to retrieve contact custom field settings from sevDesk.

Get Contacts

Tool to retrieve a list of contacts.

Get Contact Tabs Item Count

Tool to get the count of items across all tabs for a specific contact.

Get Credit Note Positions

Tool to retrieve credit note positions from SevDesk.

Get Credit Notes

Tool to retrieve a list of credit notes.

Get Export Invoice CSV

Tool to export invoices as CSV from sevDesk.

Get Export Transactions CSV

Tool to export check account transactions as CSV file.

Get Invoice Is Partially Paid

Tool to check if an invoice is already partially paid.

Get Invoice Positions

Tool to retrieve all line items (positions) for a specific invoice.

Get Invoice Positions

Tool to retrieve invoice positions from sevDesk.

Get Invoices

Retrieves a list of invoices from sevDesk with optional filtering and pagination.

Get Letterpapers With Thumbnails

Tool to retrieve all available letterpapers with thumbnails from sevDesk.

Get Next Customer Number

Tool to retrieve the next free customer number from sevDesk.

Get Order By ID

Tool to retrieve details of a specific order by ID.

Get Order Discounts

Tool to retrieve discounts applied to a specific order in sevDesk.

Get Order Position By ID

Tool to retrieve details of a specific order position by ID.

Get Order Positions

Tool to retrieve order positions from SevDesk.

Get Orders

Retrieve a paginated list of orders from sevDesk.

Get Part By ID

Tool to retrieve details of a specific part by ID.

Get Part Contact Prices

Tool to retrieve a list of part contact prices.

Get Parts

Tool to retrieve a list of all parts.

Get Part Stock

Tool to retrieve the current stock level of a specific part.

Get Part Unities

Retrieves a list of part unities (units of measurement) from SevDesk.

Get Payment Methods

Retrieves all available payment methods from sevDesk.

Get Places

Retrieve a list of places (cities/locations with geographic data) from sevDesk.

Get Private Transaction Rules

Tool to list existing private transaction rules in SevDesk.

Get Export Progress

Tool to retrieve the progress of an export operation.

Get Receipt Guidance For Account Number

Tool to retrieve receipt guidance for a specific Datev account number.

Get Receipt Guidance For All Accounts

Tool to retrieve receipt guidance for all accounts.

Get Receipt Guidance For Expense

Tool to retrieve guidance for expense accounts from sevDesk.

Get Receipt Guidance For Revenue

Tool to retrieve guidance for revenue accounts from sevDesk.

Get Receipt Guidance For Tax Rule

Tool to get guidance by tax rule from sevDesk.

Get Report Invoice List

Tool to export invoice list report from sevDesk.

Get Report Orderlist

Tool to export the order list report from sevDesk.

Get SevClient Config

Retrieves the sevClient configuration settings from sevDesk.

Get Tag By ID

Tool to retrieve details of a specific tag by ID.

Get Tag Relations

Tool to retrieve tag relations from sevDesk.

Get Tags

Tool to retrieve tags from sevdesk.

Get Tax Rules

Retrieves tax rules from SevDesk.

Get Bookkeeping System Version

Tool to retrieve the bookkeeping system version from sevDesk.

Render Invoice

Tool to render the PDF document of an invoice by its ID.

Reset Credit Note To Open

Tool to reset a credit note status to open.

Save Invoice

Tool to create a new invoice in SevDesk using the Factory endpoint.

Send Credit Note By

Tool to mark a credit note as sent by updating its send status and type.

Send Credit Note By Printing

Tool to send a credit note by printing and render it.

Send Invoice By

Tool to mark an invoice as sent by specifying how it was sent to the customer.

Mark Order as Sent

Tool to mark an order as sent in sevDesk.

Update Accounting Contact

Tool to update an existing accounting contact in SevDesk.

Update Check Account

Updates an existing check account (bank account) in sevDesk by ID.

Update Check Account Transaction By ID

Tool to update an existing check account transaction in sevDesk.

Update Communication Way By ID

Tool to update an existing communication way by ID in sevDesk.

Update Contact

Tool to update an existing contact's details.

Update Contact Address By ID

Tool to update an existing contact address by its unique identifier.

Update Contact Custom Field

Tool to update a contact custom field in SevDesk.

Update Contact Custom Field Setting

Tool to update an existing contact custom field setting in SevDesk.

Update Invoice Parameter

Tool to update an invoice parameter such as template, language, letterpaper, or PayPal settings.

Update Order By ID

Tool to update an existing order in sevDesk by ID.

Update Order Template

Tool to update an order parameter such as template, language, letterpaper, or PayPal settings.

Update Part By ID

Tool to update an existing part (product/service) in sevDesk.

Update SevClient Export Config

Tool to update the export configuration for a SevClient in sevDesk.

Update Tag By ID

Tool to update a tag's name in sevDesk by its ID.

FAQ

Frequently asked questions

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

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

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