How do I get my Attio Personal Access Token?

Log in to your Attio account, go to **Workspace Settings > Developers**, and you can create a new Personal Access Token (PAT) there.

What are 'Attributes' in Attio?

Attributes are the columns or fields on an object (e.g., Name, Email, Deal Value). You can list them using the `list_attributes` tool.

How does 'assert_record' work?

The `assert_record` tool performs an 'upsert'. It checks if a record with a specific matching attribute (like an email address) already exists. If it does, it updates it; if not, it creates a new record.

Attio MCP Server for OpenAI Agents SDK 9 tools — connect in under 2 minutes

Name: Attio
Availability: InStock
Author: Vinkius

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

Built by Vinkius GDPR 9 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Attio 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="Attio Assistant",
            instructions=(
                "You help users interact with Attio. "
                "You have access to 9 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Attio"
        )
        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 Attio MCP Server

The Attio MCP Server brings powerful CRM capabilities directly to your AI agent. Seamlessly manage your relationship data, from standard objects like People and Companies to custom entities and complex record attributes using simple natural language.

The OpenAI Agents SDK auto-discovers all 9 tools from Attio through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Attio, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

Key Features

Object Oversight — List all data objects (tables) in your workspace and retrieve detailed metadata for any specific entity.
Record Management — Query, create, and update records for any object, including people, companies, and deals.
Smart Assert (Upsert) — Use the assert_record tool to automatically create or update records based on unique matching attributes (e.g., email).
Attribute Intelligence — Access available fields (attributes) for any object to understand your data structure.
Global Search — Perform fuzzy searches across multiple objects simultaneously to find relevant records instantly.
Secure API Integration — Uses secure Bearer Token authentication with your Attio Personal Access Token (PAT).

The Attio MCP Server exposes 9 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 Attio to OpenAI Agents SDK via MCP

Follow these steps to integrate the Attio 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 9 tools from Attio

Why Use OpenAI Agents SDK with the Attio MCP Server

OpenAI Agents SDK provides unique advantages when paired with Attio 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

Attio + OpenAI Agents SDK Use Cases

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

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

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

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

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

Attio MCP Tools for OpenAI Agents SDK (9)

These 9 tools become available when you connect Attio to OpenAI Agents SDK via MCP:

assert_record

Upsert a record (update if exists, create otherwise)

create_record

Create a new record in an object

get_account_check

Verify Attio account connection

get_object

Get metadata for a specific object

get_record

Retrieve a specific record by ID

list_attributes

List all attributes (columns) for a specific object

list_objects

List all objects (tables) in the Attio workspace

query_records

Query and filter records for a specific object

search_records

Global fuzzy search across all objects (Beta)

Example Prompts for Attio in OpenAI Agents SDK

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

"Search for any companies named 'Acme' in my CRM."

"Assert a person record for 'Jane Doe' with email 'jane@example.com'."

"List all deal stages and attributes for 'Deals'."

Troubleshooting Attio MCP Server with OpenAI Agents SDK

Common issues when connecting Attio 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.

Attio + OpenAI Agents SDK FAQ

Common questions about integrating Attio 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.