How to Use the Gumroad MCP in OpenAI Agents SDK

Q: How do I connect the Gumroad MCP Server to my OpenAI Agents SDK project?

You instantiate an MCPServerStreamableHttp object with your endpoint. Pass that into your agent's mcpservers list, and it discovers the tools automatically.

Q: Can my OpenAI Agents SDK agent process a Gumroad refund?

Yes, it can call refundsale if you provide the necessary transaction ID. You should implement your own guardrails to ensure only authorized agents can trigger this.

Directly manage your sales and license keys inside the OpenAI Agents SDK. Stop context switching between your dashboard and your code.

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Connect Gumroad MCP to OpenAI Agents SDK

Create your Vinkius account to connect Gumroad to OpenAI Agents SDK 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 Gumroad with OpenAI Agents SDK

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Real-time license verification in OpenAI Agents SDK

Your agent can check keys instantly using `verify_license`. It pulls the status directly from your account, so you know exactly who has access to your software. This prevents unauthorized users from slipping through the cracks. The agent handles the lookup without you writing custom auth logic.

Automated sales tracking for OpenAI Agents SDK

Use `list_sales` to pull transaction history into your agent's context. It maps every purchase to the specific product, giving your agent the full picture of your revenue. This makes it easy to generate reports or trigger alerts. You don't have to manually export CSVs anymore.

Manage your Gumroad inventory via OpenAI Agents SDK

Your agent can query `list_products` to see what is currently live. It reads the exact state of your store, so it never works with outdated information. If you need specific details, `get_product` provides the raw data your agent needs. It works as a direct pipeline to your backend.

Setup guide

Set up Gumroad MCP in OpenAI Agents SDK

Prerequisites

Python 3.10+ installed
openai-agents package (pip install openai-agents)
Active Vinkius subscription with a valid endpoint token

1

Install the SDK

Run pip install openai-agents to install the OpenAI Agents SDK. The MCP integration is built-in — no extra dependencies needed.
2

Connect via SSE transport

Use MCPServerSse with your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. The SDK auto-discovers all Gumroad tools at runtime.
3

Create your Agent

Pass the MCP to Agent(mcp_servers=[server]). The agent receives Gumroad tools as native definitions — JSON schemas resolve automatically.
4

Run the agent

Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate Gumroad tools and returns structured results. Copy the full example on the right to get started.

agent.py

import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerSse

async def main():
    async with MCPServerSse(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as server:
        agent = Agent(
            name="Gumroad Agent",
            instructions="You have access to Gumroad tools.",
            mcp_servers=[server],
        )
        result = await Runner.run(agent, "List recent transactions")
        print(result.final_output)

asyncio.run(main())

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Common questions about Gumroad MCP in OpenAI Agents SDK

You instantiate an `MCPServerStreamableHttp` object with your endpoint. Pass that into your agent's `mcp_servers` list, and it discovers the tools automatically.

Yes, it can call `refund_sale` if you provide the necessary transaction ID. You should implement your own guardrails to ensure only authorized agents can trigger this.

The server will return an error code, which your agent should handle. We recommend setting up a retry loop in your agent's logic to manage rate limits.

No. The server acts as a pass-through between your agent and the API. It does not persist your sales data or personal profile info.

The connection uses your unique token for authentication. Everything happens over encrypted channels and stays ephemeral during the agent's session.

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