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Flowcode MCP Server for AutoGen 12 tools — connect in under 2 minutes

Built by Vinkius GDPR 12 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Flowcode as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

Vinkius supports streamable HTTP and SSE.

python
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="flowcode_agent",
            tools=tools,
            system_message=(
                "You help users with Flowcode. "
                "12 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())
Flowcode
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* 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 Flowcode MCP Server

Connect your Flowcode account to any AI agent and automate your offline-to-online marketing through the Model Context Protocol (MCP). Flowcode is the leading platform for dynamic QR codes and conversion-optimized landing pages (Flowpages). Now, you can create new codes, monitor scan performance, and retrieve deep audience analytics directly through natural conversation.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Flowcode 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

  • Dynamic QR Management — List all your Flowcodes, fetch detailed metadata, and create new dynamic codes with instant redirect capabilities.
  • Scan Analytics — Monitor real-time scan performance, conversion rates, and detailed scan activity logs to optimize your campaigns.
  • Flowpage Oversight — Retrieve real-time event data for your landing pages and access CRM contact information submitted via Flowpage forms.
  • Audience Insights — Fetch aggregate demographic and geographic analytics to understand where and how your audience is engaging.
  • Asset Organization — List campaigns and asset folders to maintain a clear structure across your marketing projects.
  • Image Generation — Retrieve specific Flowcode image data or download links directly from the agent.
  • Custom Conversions — Track conversion rates from scan to visit to ensure your marketing funnel is performing optimally.

The Flowcode 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.

How to Connect Flowcode to AutoGen via MCP

Follow these steps to integrate the Flowcode MCP Server with AutoGen.

01

Install AutoGen

Run pip install "autogen-ext[mcp]"

02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

03

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

04

Explore tools

The workbench discovers 12 tools from Flowcode automatically

Why Use AutoGen with the Flowcode MCP Server

AutoGen provides unique advantages when paired with Flowcode through the Model Context Protocol.

01

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Flowcode tools to solve complex tasks

02

Role-based architecture lets you assign Flowcode tool access to specific agents. a data analyst queries while a reviewer validates

03

Human-in-the-loop support: agents can pause for human approval before executing sensitive Flowcode tool calls

04

Code execution sandbox: AutoGen agents can write and run code that processes Flowcode tool responses in an isolated environment

Flowcode + AutoGen Use Cases

Practical scenarios where AutoGen combined with the Flowcode MCP Server delivers measurable value.

01

Collaborative analysis: one agent queries Flowcode while another validates results and a third generates the final report

02

Automated review pipelines: a researcher agent fetches data from Flowcode, a critic agent evaluates quality, and a writer produces the output

03

Interactive planning: agents negotiate task allocation using Flowcode data to make informed decisions about resource distribution

04

Code generation with live data: an AutoGen coder agent writes scripts that process Flowcode responses in a sandboxed execution environment

Flowcode MCP Tools for AutoGen (12)

These 12 tools become available when you connect Flowcode to AutoGen via MCP:

01

create_flowcode

Create a dynamic QR code

02

get_audience_summary

Get audience demographics

03

get_flowcode

Get Flowcode details

04

get_flowcode_image

Generate QR code image

05

get_flowpage_analytics

Get landing page events

06

get_flowpage_contacts

Get CRM contacts

07

get_geographic_analytics

Get scan locations

08

get_recent_scans

List scan activity log

09

list_campaigns

List marketing campaigns

10

list_conversion_rates

Get funnel analytics

11

list_flowcodes

List all Flowcodes

12

list_folders

List asset folders

Example Prompts for Flowcode in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with Flowcode immediately.

01

"List my 10 most recent Flowcodes and their scan counts."

02

"Create a new Flowcode named 'Store Launch' redirecting to 'https://vinkius.com'."

03

"Show me the audience demographic summary for my account."

Troubleshooting Flowcode MCP Server with AutoGen

Common issues when connecting Flowcode to AutoGen through the Vinkius, and how to resolve them.

01

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

Flowcode + AutoGen FAQ

Common questions about integrating Flowcode MCP Server with AutoGen.

01

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Flowcode tools during their conversation turns.
02

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.
03

Does AutoGen support human approval for tool calls?

Yes. Configure human-in-the-loop mode so agents pause and request approval before executing sensitive MCP tool calls.

Connect Flowcode to AutoGen

Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.