Can the AI automatically send an SMS to a new contact?

Yes! Use the `send_message` tool. You'll need to provide the phone number and the message body. Your agent will instantly transmit the SMS through your Avochato inbox.

How do I find all contacts that have been tagged with a specific label?

Simply ask the agent to run the `get_contacts` tool with the target tag. It will return a list of matching contact profiles, including their names and phone numbers.

Does the integration allow for sending images through MMS?

Yes. The `send_message` tool supports a `media_url` parameter, allowing you to include images or other media files in your outgoing messages.

Avochato MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes

Name: Avochato
Availability: InStock
Author: Vinkius

openai.github.io/openai-agents-python/mcp

Built by Vinkius GDPR 10 Tools SDK

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

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

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="Avochato Assistant",
            instructions=(
                "You help users interact with Avochato. "
                "You have access to 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

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

asyncio.run(main())

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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 Avochato MCP Server

Connect your Avochato account to any AI agent and manage your business messaging workflows through natural conversation.

The OpenAI Agents SDK auto-discovers all 10 tools from Avochato through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Avochato, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

Business Messaging — Send and receive SMS/MMS messages with full delivery status tracking and conversation history
Contact Organization — Create, update, and search for contacts and manage tags to segment your audience
Broadcast Management — Coordinate and audit mass messaging campaigns and broadcasts across your target inboxes
Inbox Auditing — Monitor specific subdomains and verify current API user details for secure communication

The Avochato MCP Server exposes 10 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 Avochato to OpenAI Agents SDK via MCP

Follow these steps to integrate the Avochato 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 10 tools from Avochato

Why Use OpenAI Agents SDK with the Avochato MCP Server

OpenAI Agents SDK provides unique advantages when paired with Avochato 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

Avochato + OpenAI Agents SDK Use Cases

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

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

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

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

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

Avochato MCP Tools for OpenAI Agents SDK (10)

These 10 tools become available when you connect Avochato to OpenAI Agents SDK via MCP:

create_broadcast

Schedule or send a message broadcast

create_contact

Add a new contact to Avochato

get_account_check

Verify Avochato account connection

get_contact

Get details for a specific contact

list_broadcasts

List message broadcasts

list_contacts

List and search contacts

list_messages

List message history in Avochato

send_message

Send an SMS/MMS message

update_contact

Update an existing contact

who_am_i

Get current API user and inbox information

Example Prompts for Avochato in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Avochato immediately.

"Send a message to '555-0199': 'Hi there, your order is ready for pickup!'"

"List the last 10 messages from today."

"Find all contacts with the tag 'High-Value'."

Troubleshooting Avochato MCP Server with OpenAI Agents SDK

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

MCPServerStreamableHttp not found

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

Agent not calling tools

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

Avochato + OpenAI Agents SDK FAQ

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

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.