How to integrate Hyperbrowser MCP with Pydantic AI

This guide walks you through connecting Hyperbrowser to Pydantic AI using the Composio tool router. By the end, you'll have a working Hyperbrowser agent that can start a browser session with stealth mode, extract all product titles from this url, check status of your ongoing scrape job through natural language commands. This guide will help you understand how to give your Pydantic AI agent real control over a Hyperbrowser account through Composio's Hyperbrowser MCP server. Before we dive in, let's take a quick look at the key ideas and tools involved.

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Hyperbrowser

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Hyperbrowser is a next-generation platform for scalable browser automation. It empowers AI agents to interact with web apps, automate workflows, and handle browser sessions at scale.

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Introduction

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

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

Also integrate Hyperbrowser with

OpenAI Agents SDK Claude Agent SDK Claude Code Claude Cowork Codex OpenClaw Hermes CLI Google ADK LangChain Vercel AI SDK Mastra AI LlamaIndex CrewAI

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 Hyperbrowser
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 Hyperbrowser 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 Hyperbrowser MCP server, and what's possible with it?

The Hyperbrowser MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Hyperbrowser account. It provides structured and secure access to automated browser sessions, web scraping, and browser-based task management, so your agent can launch sessions, extract data, manage automation jobs, and monitor progress on your behalf.

Automated browser session creation: Let your agent spin up new browser sessions with custom privacy, stealth, and proxy settings for tailored automation tasks.
Scalable web scraping and extraction: Easily initiate and manage scrape jobs to extract structured content from any target website, with support for session and scrape customization.
Real-time job status monitoring: Have your agent check, track, and report the live status of browser-use, crawl, or data extraction jobs, ensuring you always know what's happening.
Retrieve results from automation jobs: Fetch and review the outputs of completed crawl or extract jobs, including paginated data and detailed results, right inside your workflow.
Profile and automation management: Create or delete Hyperbrowser profiles as needed, giving you flexible control over your automation environment and resources.

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 Hyperbrowser
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 Hyperbrowser
MCPServerStreamableHTTP connects to the Hyperbrowser 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 Hyperbrowser
    composio = Composio(api_key=api_key)
    session = composio.create(
        user_id=user_id,
        toolkits=["hyperbrowser"],
    )
    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 Hyperbrowser 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
hyperbrowser_mcp = MCPServerStreamableHTTP(url, headers={"x-api-key": COMPOSIO_API_KEY})
agent = Agent(
    "openai:gpt-5",
    toolsets=[hyperbrowser_mcp],
    instructions=(
        "You are a Hyperbrowser assistant. Use Hyperbrowser tools to help users "
        "with their requests. Ask clarifying questions when needed."
    ),
)

What's happening:

The MCP client connects to the Hyperbrowser endpoint
The agent uses GPT-5 to interpret user commands and perform Hyperbrowser 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 Hyperbrowser.\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
Hyperbrowser 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 Hyperbrowser 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 Hyperbrowser
    composio = Composio(api_key=api_key)
    session = composio.create(
        user_id=user_id,
        toolkits=["hyperbrowser"],
    )
    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
    hyperbrowser_mcp = MCPServerStreamableHTTP(url, headers={"x-api-key": COMPOSIO_API_KEY})
    agent = Agent(
        "openai:gpt-5",
        toolsets=[hyperbrowser_mcp],
        instructions=(
            "You are a Hyperbrowser assistant. Use Hyperbrowser 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 Hyperbrowser.\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 Hyperbrowser through Composio's Tool Router. With this setup, your agent can perform real Hyperbrowser 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 + Hyperbrowser 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 Hyperbrowser action and event your agent gets out of the box.

Add Extension

Tool to add a new browser extension to Hyperbrowser for use in sessions.

Create Hyperbrowser Profile

Creates a new persistent Hyperbrowser profile for storing browser state (cookies, sessions, etc.

Create Scrape Job

Tool to initiate a new scrape job.

Create Session

Tool to create a new browser session with custom stealth, proxy, and privacy settings.

Delete Profile

Tool to delete a profile.

Fetch Web Page

Tool to fetch a web page and return content in various formats (HTML, Markdown, JSON, screenshot, etc.

Get browser-use task status

Tool to retrieve the current status of a browser-use task.

Get Claude Computer Use Task Result

Tool to retrieve the complete result and status of a Claude Computer Use task.

Get Claude Computer Use Task Status

Poll the execution status of a Claude Computer Use task.

Get Crawl Job Status

Tool to retrieve the status and results of a specific crawl job.

Get Crawl Status

Tool to retrieve the current status of a specific crawl job.

Get CUA Task Result

Tool to retrieve the status and results of a CUA (Claude User Agent) task.

Get CUA Task Status

Poll the execution status of a CUA task.

Get Extract Job Result

Tool to fetch the status and results of a specific extract job.

Get Extract Job Status

Retrieve the status of an extract job.

Get Gemini Computer Use task result

Tool to retrieve the current status and results of a Gemini Computer Use task.

Get HyperAgent Task Result

Tool to retrieve the status and results of a HyperAgent task.

Get Profile By ID

Retrieves details of a specific Hyperbrowser profile by its UUID.

Get Scrape Job Result

Retrieves the status and results of a scrape job.

Get Scrape Job Status

Tool to retrieve the current status of a specific scrape job.

Get Session Details

Retrieve detailed information about a Hyperbrowser session by its ID.

Get Session Downloads URL

Tool to retrieve the downloads URL for a session.

Get Session Recording

Retrieve the recording URL for a browser session.

Get Session Video Recording URL

Tool to retrieve the video recording URL for a browser session.

Get Web Crawl Result

Tool to retrieve the status and results of a web crawl job.

Get Web Crawl Status

Tool to retrieve just the status of a web crawl job without the full results.

List Extensions

Tool to list all browser extensions.

List Profiles

Tool to list profiles.

List Sessions

Tool to list sessions with optional status filter.

Search Web

Tool to perform a web search and retrieve results with titles, URLs, and descriptions.

Start Browser Use Task

Tool to start an asynchronous browser-use task.

Start Claude Computer Use Task

Tool to start a Claude Computer Use task.

Start Crawl Job

Tool to start a new crawl job for a specified URL.

Start CUA Task

Tool to start an OpenAI CUA (Computer-Using Agent) task.

Start Extract Job

Start an AI-powered data extraction job from one or more web pages.

Start Gemini Computer Use Task

Tool to start a Gemini Computer Use task for browser automation using Google's Gemini.

Start Web Crawl

Tool to start an asynchronous web crawl job that follows links from a starting URL and returns content from each page.

Stop Browser Use Task

Tool to stop a running browser-use task.

Stop Claude Computer Use Task

Tool to stop a running Claude computer use task.

Stop CUA Task

Tool to stop a running CUA task.

Stop Gemini Computer Use Task

Tool to stop a running Gemini computer use task.

Stop Session

Tool to stop a running session by ID.

FRAMEWORKS

How to build Hyperbrowser MCP Agent with another framework

OpenAI Agents SDK

Use Hyperbrowser MCP with OpenAI Agents SDK

Claude Agent SDK

Use Hyperbrowser MCP with Claude Agent SDK

Claude Code

Use Hyperbrowser MCP with Claude Code

Claude Cowork

Use Hyperbrowser MCP with Claude Cowork

Codex

Use Hyperbrowser MCP with Codex

OpenClaw

Use Hyperbrowser MCP with OpenClaw

Hermes

Use Hyperbrowser MCP with Hermes

CLI

Use Hyperbrowser MCP with CLI

Google ADK

Use Hyperbrowser MCP with Google ADK

LangChain

Use Hyperbrowser MCP with LangChain

Vercel AI SDK

Use Hyperbrowser MCP with Vercel AI SDK

Mastra AI

Use Hyperbrowser MCP with Mastra AI

LlamaIndex

Use Hyperbrowser MCP with LlamaIndex

CrewAI

Use Hyperbrowser MCP with CrewAI

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FAQ

Frequently asked questions

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

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

Start with Hyperbrowser.It takes 30 seconds.

Managed auth, hosted MCP servers, and every Hyperbrowser tool your agent needs.Free to start.

Start building

Customer stories

Teams ship real agents on Composio

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Karan skipped his own birthday party to fix our critical issue. It was 10pm and he diverted his Waymo to help us instead. This really sets the bar — it shows the commitment you need when users rely on your software.

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.

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.

Nirman Dave

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.

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.

Tomisin Jenrola

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.

Jerome Leclanche

Co-Founder, Ingram Technologies

How to integrate Hyperbrowser MCP with Pydantic AI

Connect Hyperbrowser without auth hassles

Introduction

Also integrate Hyperbrowser with

TL;DR

What is Pydantic AI?

What is the Hyperbrowser 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 Hyperbrowser MCP Agent with another framework

OpenAI Agents SDK

Claude Agent SDK

Claude Code

Claude Cowork

Codex

OpenClaw

Hermes

CLI

Google ADK

LangChain

Vercel AI SDK

Mastra AI

LlamaIndex

CrewAI

Explore Other Toolkits

Apilio

Basin

Bouncer

Conveyor

Frequently asked questions

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

Can I use Tool Router MCP with Pydantic AI?+

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

How safe is my data with Composio Tool Router?+

Start with Hyperbrowser.It takes 30 seconds.

Teams ship real agents on Composio