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Flowcode MCP Server for OpenAI Agents SDK 12 tools — connect in under 2 minutes

Built by Vinkius GDPR 12 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Flowcode through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.

Vinkius supports streamable HTTP and SSE.

python
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MCPServerStreamableHttp(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as mcp_server:

        agent = Agent(
            name="Flowcode Assistant",
            instructions=(
                "You help users interact with Flowcode. "
                "You have access to 12 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Flowcode"
        )
        print(result.final_output)

asyncio.run(main())
Flowcode
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Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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.

The OpenAI Agents SDK auto-discovers all 12 tools from Flowcode through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Flowcode, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

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 OpenAI Agents SDK 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 OpenAI Agents SDK via MCP

Follow these steps to integrate the Flowcode MCP Server with OpenAI Agents SDK.

01

Install the SDK

Run pip install openai-agents in your Python environment

02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

03

Run the script

Save the code above and run it: python agent.py

04

Explore tools

The agent will automatically discover 12 tools from Flowcode

Why Use OpenAI Agents SDK with the Flowcode MCP Server

OpenAI Agents SDK provides unique advantages when paired with Flowcode through the Model Context Protocol.

01

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

02

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

03

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

04

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

Flowcode + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Flowcode MCP Server delivers measurable value.

01

Automated workflows: build agents that query Flowcode, process the data, and trigger follow-up actions autonomously

02

Multi-agent orchestration: create specialist agents. one queries Flowcode, another analyzes results, a third generates reports

03

Data enrichment pipelines: stream data through Flowcode tools and transform it with OpenAI models in a single async loop

04

Customer support bots: agents query Flowcode to resolve tickets, look up records, and update statuses without human intervention

Flowcode MCP Tools for OpenAI Agents SDK (12)

These 12 tools become available when you connect Flowcode to OpenAI Agents SDK 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 OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK 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 OpenAI Agents SDK

Common issues when connecting Flowcode to OpenAI Agents SDK through the Vinkius, and how to resolve them.

01

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents
02

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

Flowcode + OpenAI Agents SDK FAQ

Common questions about integrating Flowcode MCP Server with OpenAI Agents SDK.

01

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.
02

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
03

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.

Connect Flowcode to OpenAI Agents SDK

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