How to integrate Freeagent MCP with Pydantic AI

Connect Pydantic AI to Freeagent MCP. List overdue invoices for this month, create a new expense for office supplies, and more using natural language, with authentication handled for you.

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Freeagent

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Freeagent is a cloud-based accounting platform designed for freelancers and small businesses. It simplifies bookkeeping, invoicing, and expense management in one place.

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Introduction

This guide walks you through connecting Freeagent to Pydantic AI using the Composio tool router. By the end, you'll have a working Freeagent agent that can list overdue invoices for this month, create a new expense for office supplies, summarize all unassigned transactions through natural language commands.

This guide will help you understand how to give your Pydantic AI agent real control over a Freeagent account through Composio's Freeagent MCP server.

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

Also integrate Freeagent with

Claude Code Claude Cowork OpenAI Agents SDK Claude Agent SDK Grok Bot Codex OpenClaw Hermes Atomic Agent Google ADK LangChain Vercel AI SDK Mastra AI LlamaIndex CrewAI AutoGen

TL;DR

Here's what you'll learn:

How to set up your Composio API key and User ID
How to create a Composio Tool Router session for Freeagent
How to attach an MCP Server to a Pydantic AI agent
How to stream responses and maintain chat history
How to build a simple REPL-style chat interface to test your Freeagent workflows

What is Pydantic AI?

Pydantic AI is a Python framework for building AI agents with strong typing and validation. It leverages Pydantic's data validation capabilities to create robust, type-safe AI applications.

Key features include:

Type Safety: Built on Pydantic for automatic data validation
MCP Support: Native support for Model Context Protocol servers
Streaming: Built-in support for streaming responses
Async First: Designed for async/await patterns

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

The Freeagent MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Freeagent account. It provides structured and secure access to your accounting records, so your agent can create invoices, record timeslips, review expenses, monitor cash flow, and track tax deadlines on your behalf.

Invoices, estimates, and credit notes: Have your agent create invoices, estimates, and credit notes, convert estimates into invoices, or convert eligible invoices into credit notes.
Financial reporting: Let the agent retrieve cash flow, profit and loss, trial balance, balance sheet, opening balance, and accounting transaction details for your business.
Expenses, bills, and banking: Direct your agent to list or update expenses, create bills with attachments, review bills and bank transactions, or create and list bank accounts.
Contacts, projects, and time tracking: Instruct your agent to create contacts and projects, review existing records, and add timeslips for completed work.
Tax and VAT planning: Have your agent list VAT returns and check your company tax timeline for upcoming events and deadlines.

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:

Discovery: Searches for tools matching your task and returns relevant toolkits with their details.
Authentication: Checks for active connections. If missing, creates an auth config and returns a connection URL via Auth Link.
Execution: Executes the action using the authenticated connection.

Step-by-step Guide

Step by step09 STEPS

Prerequisites

Before starting, make sure you have:

Python 3.9 or higher
A Composio account with an active API key
Basic familiarity with Python and async programming

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.

Install dependencies

bash

pip install composio pydantic-ai python-dotenv

Install the required libraries.

What's happening:

composio connects your agent to external SaaS tools like Freeagent
pydantic-ai lets you create structured AI agents with tool support
python-dotenv loads your environment variables securely from a .env file

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

Create a .env file in your project root.

What's happening:

COMPOSIO_API_KEY authenticates your agent to Composio's API
USER_ID associates your session with your account for secure tool access
OPENAI_API_KEY to access OpenAI LLMs

Import dependencies

python

import asyncio
import os
from dotenv import load_dotenv
from composio import Composio
from pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerStreamableHTTP

load_dotenv()

What's happening:

We load environment variables and import required modules
Composio manages connections to Freeagent
MCPServerStreamableHTTP connects to the Freeagent MCP server endpoint
Agent from Pydantic AI lets you define and run the AI assistant

Create a Tool Router Session

python

async def main():
    api_key = os.getenv("COMPOSIO_API_KEY")
    user_id = os.getenv("USER_ID")
    if not api_key or not user_id:
        raise RuntimeError("Set COMPOSIO_API_KEY and USER_ID in your environment")

    # Create a Composio Tool Router session for Freeagent
    composio = Composio(api_key=api_key)
    session = composio.create(
        user_id=user_id,
        toolkits=["freeagent"],
    )
    url = session.mcp.url
    if not url:
        raise ValueError("Composio session did not return an MCP URL")

What's happening:

We're creating a Tool Router session that gives your agent access to Freeagent tools
The create method takes the user ID and specifies which toolkits should be available
The returned session.mcp.url is the MCP server URL that your agent will use

Initialize the Pydantic AI Agent

python

# Attach the MCP server to a Pydantic AI Agent
freeagent_mcp = MCPServerStreamableHTTP(url, headers={"x-api-key": COMPOSIO_API_KEY})
agent = Agent(
    "openai:gpt-5",
    toolsets=[freeagent_mcp],
    instructions=(
        "You are a Freeagent assistant. Use Freeagent tools to help users "
        "with their requests. Ask clarifying questions when needed."
    ),
)

What's happening:

The MCP client connects to the Freeagent endpoint
The agent uses GPT-5 to interpret user commands and perform Freeagent operations
The instructions field defines the agent's role and behavior

Build the chat interface

python

# Simple REPL with message history
history = []
print("Chat started! Type 'exit' or 'quit' to end.\n")
print("Try asking the agent to help you with Freeagent.\n")

while True:
    user_input = input("You: ").strip()
    if user_input.lower() in {"exit", "quit", "bye"}:
        print("\nGoodbye!")
        break
    if not user_input:
        continue

    print("\nAgent is thinking...\n", flush=True)

    async with agent.run_stream(user_input, message_history=history) as stream_result:
        collected_text = ""
        async for chunk in stream_result.stream_output():
            text_piece = None
            if isinstance(chunk, str):
                text_piece = chunk
            elif hasattr(chunk, "delta") and isinstance(chunk.delta, str):
                text_piece = chunk.delta
            elif hasattr(chunk, "text"):
                text_piece = chunk.text
            if text_piece:
                collected_text += text_piece
        result = stream_result

    print(f"Agent: {collected_text}\n")
    history = result.all_messages()

What's happening:

The agent reads input from the terminal and streams its response
Freeagent API calls happen automatically under the hood
The model keeps conversation history to maintain context across turns

Run the application

python

if __name__ == "__main__":
    asyncio.run(main())

What's happening:

The asyncio loop launches the agent and keeps it running until you exit

Complete Code

Here's the complete code to get you started with Freeagent and Pydantic AI:

python

import asyncio
import os
from dotenv import load_dotenv
from composio import Composio
from pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerStreamableHTTP

load_dotenv()

async def main():
    api_key = os.getenv("COMPOSIO_API_KEY")
    user_id = os.getenv("USER_ID")
    if not api_key or not user_id:
        raise RuntimeError("Set COMPOSIO_API_KEY and USER_ID in your environment")

    # Create a Composio Tool Router session for Freeagent
    composio = Composio(api_key=api_key)
    session = composio.create(
        user_id=user_id,
        toolkits=["freeagent"],
    )
    url = session.mcp.url
    if not url:
        raise ValueError("Composio session did not return an MCP URL")

    # Attach the MCP server to a Pydantic AI Agent
    freeagent_mcp = MCPServerStreamableHTTP(url, headers={"x-api-key": COMPOSIO_API_KEY})
    agent = Agent(
        "openai:gpt-5",
        toolsets=[freeagent_mcp],
        instructions=(
            "You are a Freeagent assistant. Use Freeagent tools to help users "
            "with their requests. Ask clarifying questions when needed."
        ),
    )

    # Simple REPL with message history
    history = []
    print("Chat started! Type 'exit' or 'quit' to end.\n")
    print("Try asking the agent to help you with Freeagent.\n")

    while True:
        user_input = input("You: ").strip()
        if user_input.lower() in {"exit", "quit", "bye"}:
            print("\nGoodbye!")
            break
        if not user_input:
            continue

        print("\nAgent is thinking...\n", flush=True)

        async with agent.run_stream(user_input, message_history=history) as stream_result:
            collected_text = ""
            async for chunk in stream_result.stream_output():
                text_piece = None
                if isinstance(chunk, str):
                    text_piece = chunk
                elif hasattr(chunk, "delta") and isinstance(chunk.delta, str):
                    text_piece = chunk.delta
                elif hasattr(chunk, "text"):
                    text_piece = chunk.text
                if text_piece:
                    collected_text += text_piece
            result = stream_result

        print(f"Agent: {collected_text}\n")
        history = result.all_messages()

if __name__ == "__main__":
    asyncio.run(main())

Conclusion

You've built a Pydantic AI agent that can interact with Freeagent through Composio's Tool Router. With this setup, your agent can perform real Freeagent actions through natural language. You can extend this further by:

Adding other toolkits like Gmail, HubSpot, or Salesforce
Building a web-based chat interface around this agent
Using multiple MCP endpoints to enable cross-app workflows (for example, Gmail + Freeagent for workflow automation)

This architecture makes your AI agent "agent-native", able to securely use APIs in a unified, composable way without custom integrations.

TOOLS

Supported Tools

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

Cashflow summary for a date range

Tool to retrieve cashflow summary for a given date range from FreeAgent.

Get Company Details

Tool to retrieve company details from FreeAgent.

Create a Journal Set

Tool to create a journal set in FreeAgent.

Create Sales Tax Period

Tool to create a sales tax period in FreeAgent.

Create Task Under Project

Tool to create a task under a specific project in FreeAgent.

Create A Timeslip

Tool to create a new timeslip in FreeAgent.

Create a User

Tool to create a new user in FreeAgent.

Create Bank Account

Tool to create a bank account in FreeAgent.

Create Bill with Attachment

Tool to create a bill with optional attachment in FreeAgent.

Create Category

Tool to create a custom category in FreeAgent.

Create Contact

Tool to create a new contact in FreeAgent.

Create Credit Note

Tool to create a credit note in FreeAgent.

Create Credit Note Reconciliation

Tool to create a credit note reconciliation in FreeAgent.

Create Estimate

Tool to create a new estimate in FreeAgent.

Create Estimate Item

Tool to create an estimate item in FreeAgent.

Duplicate Estimate

Tool to duplicate an existing estimate in FreeAgent.

Send Estimate Email

Tool to email an estimate in FreeAgent.

Create Invoice

Tool to create an invoice in FreeAgent.

Create Invoice Item

Tool to create an invoice item in FreeAgent.

Duplicate Invoice

Tool to duplicate an existing invoice in FreeAgent.

Create Note

Tool to create a note for a contact or project in FreeAgent.

Create Price List Item

Tool to create a price list item in FreeAgent.

Create Project

Tool to create a project in FreeAgent.

Delete Bank Transaction Explanation

Tool to delete a bank transaction explanation in FreeAgent.

Delete Estimates Default Additional Text

Tool to delete default additional text for estimates in FreeAgent.

Delete Note

Tool to delete a note by its ID.

Get Invoice Timeline

Tool to retrieve invoice timeline showing chronological record of invoice-related events.

Get Mileage Settings

Tool to retrieve mileage settings including engine type/size options and reimbursement rates.

Get Opening Balances

Tool to retrieve the Opening Balances journal set for a company.

Get Personal Profile

Tool to retrieve the authenticated user's personal profile from FreeAgent.

Get the Opening Balances

Tool to retrieve the opening balances from the trial balance summary.

Get the P&L summary

Tool to retrieve the Profit and Loss summary for a specified period from FreeAgent.

Get Trial Balance Summary

Tool to get the trial balance summary from FreeAgent.

Get Balance Sheet

Tool to retrieve the balance sheet for a FreeAgent account.

Get Opening Balances

Tool to retrieve opening balances for the balance sheet from FreeAgent.

List Accounting Transactions

Tool to list all accounting transactions from FreeAgent.

List All CIS Bands

Tool to list all CIS (Construction Industry Scheme) bands for a company.

List All Expenses

Tool to list all expenses from FreeAgent.

List All Price List Items

Tool to list all price list items from FreeAgent.

List All Properties

Tool to list all properties in FreeAgent.

List All Recurring Invoices

Tool to retrieve a list of recurring invoices from FreeAgent.

List All Sales Tax Periods

Tool to list all sales tax periods for a company in FreeAgent.

List All Stock Items

Tool to list all stock items from FreeAgent.

List All Tasks

Tool to list all tasks in FreeAgent.

List All Timeslips

Tool to list all timeslips from FreeAgent.

List All Users

Tool to list users in FreeAgent.

List Bank Accounts

Tool to list bank accounts in FreeAgent.

List Bank Feeds

Tool to list all bank feeds for a company.

List Bank Transactions

Tool to list all bank transactions under a certain bank account in FreeAgent.

List Bills

Tool to retrieve a list of bills from FreeAgent.

List Business Categories

Tool to retrieve all available business categories from FreeAgent.

List Categories

Tool to retrieve all categories for the current FreeAgent company.

List Contacts

Tool to list contacts in FreeAgent.

List Credit Note Reconciliations

Tool to retrieve all credit note reconciliations from FreeAgent.

List Credit Notes

Tool to list credit notes from FreeAgent.

List EC MOSS Sales Tax Rates

Tool to retrieve EC VAT MOSS sales tax rates for a specific EU country and date.

List Estimates

Tool to list estimates in FreeAgent.

Get Default Estimates Additional Text

Tool to retrieve the default additional text for estimates.

List Final Accounts Reports

Tool to list final accounts reports for a company in FreeAgent.

List Hire Purchases

Tool to retrieve all hire purchases for the authorized FreeAgent account.

Get Default Additional Text

Tool to get the default additional text shown on all invoices.

List Notes

Tool to retrieve a list of notes for a contact or project.

List Projects

Tool to list projects in FreeAgent.

List VAT Returns

Tool to list VAT returns for a company in FreeAgent.

Show Tax Timeline

Tool to retrieve the company's tax timeline showing upcoming tax events and deadlines.

Update Bank Transaction Explanation

Tool to update a bank transaction explanation in FreeAgent.

Update Estimates Default Additional Text

Tool to update the default additional text for estimates in FreeAgent.

Convert Estimate to Invoice

Tool to convert an estimate to an invoice in FreeAgent.

Update Expense

Tool to update an existing expense in FreeAgent.

Update Invoices Default Additional Text

Tool to update the default additional text shown on all invoices.

Convert Invoice to Credit Note

Tool to convert a draft negative invoice to a credit note in FreeAgent.

Update a Journal Set

Tool to update a journal set in FreeAgent.

Update Note

Tool to update an existing note in FreeAgent.

Update Price List Item

Tool to update a price list item in FreeAgent.

Update Personal Profile

Tool to update the authenticated user's personal profile in FreeAgent.

Upload a Bank Statement

Tool to upload a bank statement to FreeAgent.

FRAMEWORKS

How to build Freeagent MCP Agent with another framework

Claude Code

Use Freeagent MCP with Claude Code

Claude Cowork

Use Freeagent MCP with Claude Cowork

OpenAI Agents SDK

Use Freeagent MCP with OpenAI Agents SDK

Claude Agent SDK

Use Freeagent MCP with Claude Agent SDK

Grok Bot

Use Freeagent MCP with Grok Bot

Codex

Use Freeagent MCP with Codex

OpenClaw

Use Freeagent MCP with OpenClaw

Hermes

Use Freeagent MCP with Hermes

Atomic Agent

Use Freeagent MCP with Atomic Agent

Google ADK

Use Freeagent MCP with Google ADK

LangChain

Use Freeagent MCP with LangChain

Vercel AI SDK

Use Freeagent MCP with Vercel AI SDK

Mastra AI

Use Freeagent MCP with Mastra AI

LlamaIndex

Use Freeagent MCP with LlamaIndex

CrewAI

Use Freeagent MCP with CrewAI

AutoGen

Use Freeagent MCP with AutoGen

MORE TOOLKITS

Explore Other Toolkits

Toolkit marketplace

Stripe

Api KeyOauth2

Stripe is a global online payments platform offering APIs for managing payments, customers, and subscriptions. Trusted by businesses for secure, efficient, and scalable payment processing worldwide.

44API

Api Key

44API is an API service for validating VAT and tax identifiers and returning company details. Use it to verify business tax data and manage account IP whitelists quickly.

Airwallex

Api Key

Airwallex is a global financial platform providing business accounts, payments, payouts, FX, and cards. Built to simplify cross-border payments and streamline financial operations for businesses.

Aiwyn Tax MCP

No Auth

Aiwyn Tax MCP is a tax estimation service powered by Aiwyn's federal and state tax engine. It helps teams estimate tax outcomes without building tax calculation logic from scratch.

FAQ

Frequently asked questions

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

Yes, you can. Pydantic AI 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 Freeagent tools.

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

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How to integrate Freeagent MCP with Pydantic AI

Connect Freeagent without auth hassles

Introduction

Also integrate Freeagent with

TL;DR

What is Pydantic AI?

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

What is the Composio tool router, and how does it fit here?

What is Composio SDK?

How the Composio SDK works

Step-by-step Guide

Prerequisites

Getting API Keys for OpenAI and Composio

Install dependencies

Set up environment variables

Import dependencies

Create a Tool Router Session

Initialize the Pydantic AI Agent

Build the chat interface

Run the application

Complete Code

Conclusion

Supported Tools

How to build Freeagent MCP Agent with another framework

Claude Code

Claude Cowork

OpenAI Agents SDK

Claude Agent SDK

Grok Bot

Codex

OpenClaw

Hermes

Atomic Agent

Google ADK

LangChain

Vercel AI SDK

Mastra AI

LlamaIndex

CrewAI

AutoGen

Explore Other Toolkits

Stripe

44API

Airwallex

Aiwyn Tax MCP

Frequently asked questions

What are the differences in Tool Router MCP and Freeagent MCP?+

Can I use Tool Router MCP with Pydantic AI?+

Can I manage the permissions and scopes for Freeagent while using Tool Router?+

How safe is my data with Composio Tool Router?+

Start with Freeagent.It takes 30 seconds.