Scrapfly MCP Server for AutoGenGive AutoGen instant access to 12 tools to Ai Data Extraction, Capture Screenshot, Check Credit Usage, and more
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Scrapfly as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.
Ask AI about this App Connector for AutoGen
The Scrapfly app connector for AutoGen is a standout in the Industry Titans category — giving your AI agent 12 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with McpWorkbench(
server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
transport="streamable_http",
) as workbench:
tools = await workbench.list_tools()
agent = AssistantAgent(
name="scrapfly_agent",
tools=tools,
system_message=(
"You help users with Scrapfly. "
"12 tools available."
),
)
print(f"Agent ready with {len(tools)} tools")
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Scrapfly MCP Server
Connect your Scrapfly account to any AI agent and take full control of your web data extraction and scraping orchestration through natural conversation. Scrapfly provides a professional-grade scraping API that combines headless browser rendering, premium residential proxies, and AI-driven data extraction, and this integration allows you to retrieve raw HTML, take element-level screenshots, and convert pages into structured JSON directly from your chat interface.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Scrapfly tools. Connect 12 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.
What you can do
- Stealth Scraper Orchestration — Retrieve clean HTML from any website while bypassing Cloudflare, Akamai, and other anti-bot systems programmatically.
- AI-Driven Data Extraction — Use LLM-powered extraction models to transform complex web pages into structured JSON data directly from the AI interface.
- Visual Intelligence — Capture full-page or element-specific screenshots with support for dark mode and ad-blocking via natural language.
- Proxy & Region Control — Access millions of residential proxies across 50+ countries to ensure your data collection is always localized and reliable.
- Operational Monitoring — Track system activity, monitor API credit consumption, and manage project metadata using simple AI commands.
The Scrapfly MCP Server exposes 12 tools through the Vinkius. Connect it to AutoGen in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 12 Scrapfly tools available for AutoGen
When AutoGen connects to Scrapfly through Vinkius, your AI agent gets direct access to every tool listed below — spanning scrapfly, web-scraping, data-extraction, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Extract structured data
Take a website screenshot
Check usage stats
Check account info
Get project info
Check scraping features
Check screenshot features
List configured webhooks
List AI models
Check proxy options
Verify credentials
Scrape any website
Connect Scrapfly to AutoGen via MCP
Follow these steps to wire Scrapfly into AutoGen. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install AutoGen
pip install "autogen-ext[mcp]"Replace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenIntegrate into workflow
Explore tools
Why Use AutoGen with the Scrapfly MCP Server
AutoGen provides unique advantages when paired with Scrapfly through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Scrapfly tools to solve complex tasks
Role-based architecture lets you assign Scrapfly tool access to specific agents. a data analyst queries while a reviewer validates
Human-in-the-loop support: agents can pause for human approval before executing sensitive Scrapfly tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Scrapfly tool responses in an isolated environment
Scrapfly + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Scrapfly MCP Server delivers measurable value.
Collaborative analysis: one agent queries Scrapfly while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Scrapfly, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Scrapfly data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Scrapfly responses in a sandboxed execution environment
Example Prompts for Scrapfly in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with Scrapfly immediately.
"Scrape the homepage of 'https://news.ycombinator.com' and return the HTML."
"Scrape the product listings from the first 3 pages of an e-commerce category with pricing data."
"Take a full-page screenshot of our competitor's pricing page and extract the plan details."
Troubleshooting Scrapfly MCP Server with AutoGen
Common issues when connecting Scrapfly to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Scrapfly + AutoGen FAQ
Common questions about integrating Scrapfly MCP Server with AutoGen.