How to Use the Browserless (Playwright Cloud) MCP in AutoGen

Q: Can AutoGen agents handle slow pages using Browserless (Playwright Cloud)?

Yes, agents call scrapewithwait to pause execution until a specific CSS selector loads. This prevents your agent conversations from timing out when waiting for slow remote servers.

Q: How do agents send complex REST requests to Browserless (Playwright Cloud)?

They use the sendcustompayload tool to transmit custom JSON directly to the Browserless API. This allows advanced agents to configure specialized browser options on the fly.

Q: What happens if an agent tries to scrape a blocked page?

The executing agent calls scrapewithstealth to bypass the block. If that fails, it reports the error back to the group chat, prompting other agents to suggest a proxy configuration.

Let your AutoGen agents debate and execute complex web scraping tasks using a cloud-managed Playwright browser.

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Connect Browserless (Playwright Cloud) MCP to AutoGen

Create your Vinkius account to connect Browserless (Playwright Cloud) to AutoGen and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Browserless (Playwright Cloud) with AutoGen

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Let AutoGen agents debate browser actions

This MCP Server exposes the `run_custom_function` tool so your agents can write and run custom JavaScript on remote pages. One agent drafts the script while a security agent reviews the code before execution. If the script fails, don't sweat it. If the script fails, the debugging agent analyzes the trace and calls `scrape_with_js` to try a different interaction path. This collaborative loop resolves complex page states without human intervention.

Coordinate multi-agent scraping campaigns

The `scrape_with_proxy` tool allows your agents to distribute extraction tasks across multiple IP addresses. Your coordinator agent assigns different targets to specialized scraping agents to avoid rate limits. To bypass strict firewalls, the agents use `scrape_with_stealth` to mimic organic human behavior. AutoGen manages the negotiation between agents to decide which stealth profile fits the target site.

Extract and verify visual page states

The `get_screenshot` tool captures the exact visual layout of a page during an active agent conversation. Your critic agent reviews the image to verify that a button click or form submission succeeded. For formal records, the writer agent calls `get_pdf` to compile the scraped content into a structured document. This output is shared back to the group chat for final validation and storage.

Setup guide

Set up Browserless (Playwright Cloud) MCP in AutoGen

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] package
Active Vinkius subscription with a valid endpoint token

1

Install AutoGen with MCP
Run pip install "autogen-ext[mcp]" autogen-agentchat. The MCP extension includes mcp_server_tools for stateless tool access.
2

Fetch tools from the MCP
Call mcp_server_tools(SseServerParams(url=...)) with your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Run your agent
Pass the tools to AssistantAgent and call agent.run(). The agent invokes Browserless (Playwright Cloud) tools and returns structured results.

agent.py

from autogen_ext.tools.mcp import SseServerParams, mcp_server_tools
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

tools = await mcp_server_tools(server_params)

agent = AssistantAgent(
    name="Browserless (Playwright Cloud)_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

result = await agent.run("List recent Browserless (Playwright Cloud) data")
print(result.messages[-1].content)

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Prerequisites

Python 3.10+ installed
autogen-ext[mcp] + autogen-agentchat
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Same packages as above. McpWorkbench is ideal when your agent needs stateful sessions across multiple tool calls.
2

Use McpWorkbench as context manager
Wrap your agent in async with McpWorkbench(...) to maintain shared state and resources. The workbench manages the full MCP session lifecycle.
3

Run with workbench
Pass workbench=workbench to your agent. State is preserved across multiple tool calls within the same session.

agent.py

from autogen_ext.tools.mcp import McpWorkbench, SseServerParams
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

async with McpWorkbench(server_params) as workbench:
    agent = AssistantAgent(
        name="Browserless (Playwright Cloud)_assistant",
        model_client=OpenAIChatCompletionClient(model="gpt-4o"),
        workbench=workbench,
    )

    result = await agent.run("List recent Browserless (Playwright Cloud) data")
    print(result.messages[-1].content)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Playwright Cloud. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Browserless (Playwright Cloud) MCP in AutoGen

Install the AutoGen MCP extension and pass the Vinkius HTTP URL to the server parameters. The adapter converts tools like `get_html_content` into schemas your conversational agents understand.

Yes, agents call `scrape_with_wait` to pause execution until a specific CSS selector loads. This prevents your agent conversations from timing out when waiting for slow remote servers.

They use the `send_custom_payload` tool to transmit custom JSON directly to the Browserless API. This allows advanced agents to configure specialized browser options on the fly.

The executing agent calls `scrape_with_stealth` to bypass the block. If that fails, it reports the error back to the group chat, prompting other agents to suggest a proxy configuration.

All raw HTML, screenshots, and PDF payloads are held strictly in memory during the agent conversation. Vinkius uses ephemeral, zero-trust sandboxes that destroy all session data as soon as the connection terminates.

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