Flodesk MCP Server for OpenAI Agents SDK 12 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Flodesk through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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="Flodesk Assistant",
instructions=(
"You help users interact with Flodesk. "
"You have access to 12 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Flodesk"
)
print(result.final_output)
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 Flodesk MCP Server
Connect your Flodesk account to any AI agent and automate your email marketing and audience management through the Model Context Protocol (MCP). Flodesk is designed for creators and businesses that want to build stunning emails and automate their sales funnels with ease. Now, you can manage your subscribers, organize your segments, and trigger automated workflows directly through natural conversation.
The OpenAI Agents SDK auto-discovers all 12 tools from Flodesk through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Flodesk, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Subscriber Management — List all email subscribers, fetch detailed profile data, and create or update subscriber records instantly.
- Audience Segmentation — Access and list your segments, and add subscribers to specific groups to ensure targeted messaging.
- Workflow Automation — List your automated email sequences and trigger specific workflows for new or existing subscribers.
- Opt-out Handling — Unsubscribe users directly through the agent to maintain a clean and compliant mailing list.
- Custom Data Fields — List and create custom subscriber fields to store specific metadata (e.g., interests, purchase history).
- Form Oversight — Retrieve a list of all your opt-in forms to monitor where your audience is coming from.
- Account Insights — Fetch your Flodesk account metadata to ensure your agent has the correct context for your branding.
The Flodesk 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 Flodesk to OpenAI Agents SDK via MCP
Follow these steps to integrate the Flodesk MCP Server with OpenAI Agents SDK.
Install the SDK
Run pip install openai-agents in your Python environment
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
Run the script
Save the code above and run it: python agent.py
Explore tools
The agent will automatically discover 12 tools from Flodesk
Why Use OpenAI Agents SDK with the Flodesk MCP Server
OpenAI Agents SDK provides unique advantages when paired with Flodesk through the Model Context Protocol.
Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Flodesk + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Flodesk MCP Server delivers measurable value.
Automated workflows: build agents that query Flodesk, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Flodesk, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Flodesk tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Flodesk to resolve tickets, look up records, and update statuses without human intervention
Flodesk MCP Tools for OpenAI Agents SDK (12)
These 12 tools become available when you connect Flodesk to OpenAI Agents SDK via MCP:
add_to_segment
Add subscriber to segment
create_custom_field
Create custom field
create_subscriber
Add a subscriber
get_account_details
Get account info
get_subscriber
Get subscriber details
list_custom_fields
List custom subscriber fields
list_forms
List opt-in forms
list_segments
List segments
list_subscribers
List email subscribers
list_workflows
List automation workflows
trigger_workflow
Start workflow for user
unsubscribe_subscriber
Unsubscribe a user
Example Prompts for Flodesk in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Flodesk immediately.
"List my 10 most recent email subscribers."
"Add 'hello@newlead.com' to my 'Welcome' segment and trigger the 'Onboarding' workflow."
"Show me all my active automation workflows."
Troubleshooting Flodesk MCP Server with OpenAI Agents SDK
Common issues when connecting Flodesk to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Flodesk + OpenAI Agents SDK FAQ
Common questions about integrating Flodesk MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
Connect Flodesk with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Flodesk to OpenAI Agents SDK
Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.