How to Use the Automate.io MCP in OpenAI Agents SDK

Q: Can OpenAI Agents SDK audit my Automate.io connections?

Yes, the agent uses listconnections to inventory your active app integrations. It flags unauthorized or broken links in your workspace.

Audit your Automate.io bots and track execution logs directly within your OpenAI Agents SDK production environment.

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Connect Automate.io MCP to OpenAI Agents SDK

Create your Vinkius account to connect Automate.io 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 Automate.io with OpenAI Agents SDK

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Track bot execution in OpenAI Agents SDK

Your agent queries the state of your automation infrastructure by calling `list_bot_runs`. You see exactly which tasks finished and which failed without leaving your code. This MCP Server provides the raw execution history. Your agent interprets the logs to identify bottlenecked processes in real-time.

Manage account usage via OpenAI Agents SDK

Call `get_usage` to pull your current billing stats into your agent's context. You get hard numbers on your consumption before triggering new workflows. Automate.io exposes these metrics so your agent can decide when to throttle or pause operations. It's a simple way to keep your project within budget.

Inspect bot configurations in OpenAI Agents SDK

Use `get_bot` to fetch the specific settings of a single automation. Your agent reads the configuration parameters to verify if the logic matches your current requirements. This tool helps you debug misconfigured bots by exposing the underlying JSON schema. Your AI acts on this data to suggest or apply corrections instantly.

Setup guide

Set up Automate.io 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 Automate.io tools at runtime.
3

Create your Agent

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

Run the agent

Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate Automate.io 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="Automate.io Agent",
            instructions="You have access to Automate.io 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 Automate.io MCP in OpenAI Agents SDK

You instantiate an MCPServerStreamableHttp object and inject it into your agent's constructor. This connects the agent to the server, allowing it to call tools like `list_bots` automatically.

Yes, the agent uses `list_connections` to inventory your active app integrations. It flags unauthorized or broken links in your workspace.

You can set cacheToolsList=True in your configuration to boost performance. This stores the tool definitions locally, speeding up subsequent calls to the server.

The SDK runs guardrails that check tool output before finalizing a state change. It ensures the data retrieved from your bots is formatted correctly for your agent's logic.

We keep your bot configurations and execution logs ephemeral within the V8 isolate. The server only transmits data through your authenticated endpoint, ensuring no logs persist outside your session.

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