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 Google ADK 9 tools — connect in under 2 minutes

Name: Attio
Availability: InStock
Author: Vinkius

google.github.io/adk-docs/tools/mcp-tools

Built by Vinkius GDPR 9 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Attio as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.

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

from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
    StreamableHTTPConnectionParams,
)

# Your Vinkius token. get it at cloud.vinkius.com
mcp_tools = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
    )
)

agent = Agent(
    model="gemini-2.5-pro",
    name="attio_agent",
    instruction=(
        "You help users interact with Attio "
        "using 9 available tools."
    ),
    tools=[mcp_tools],
)

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

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.

Google ADK natively supports Attio as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 9 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.

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 Google ADK 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 Google ADK via MCP

Follow these steps to integrate the Attio MCP Server with Google ADK.

Install Google ADK

Run pip install google-adk

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Create the agent

Save the code above and integrate into your ADK workflow

Explore tools

The agent will discover 9 tools from Attio via MCP

Why Use Google ADK with the Attio MCP Server

Google ADK provides unique advantages when paired with Attio through the Model Context Protocol.

Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution

Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Attio

Production-ready features like session management, evaluation, and deployment come built-in. not bolted on

Seamless integration with Google Cloud services means you can combine Attio tools with BigQuery, Vertex AI, and Cloud Functions

Attio + Google ADK Use Cases

Practical scenarios where Google ADK combined with the Attio MCP Server delivers measurable value.

Enterprise data agents: ADK agents query Attio and cross-reference results with internal databases for comprehensive analysis

Multi-modal workflows: combine Attio tool responses with Gemini's vision and language capabilities in a single agent

Automated compliance checks: schedule ADK agents to query Attio regularly and flag policy violations or configuration drift

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Attio

Attio MCP Tools for Google ADK (9)

These 9 tools become available when you connect Attio to Google ADK 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 Google ADK

Ready-to-use prompts you can give your Google ADK 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 Google ADK

Common issues when connecting Attio to Google ADK through the Vinkius, and how to resolve them.

McpToolset not found

Update: pip install --upgrade google-adk

Attio + Google ADK FAQ

Common questions about integrating Attio MCP Server with Google ADK.

How does Google ADK connect to MCP servers?

Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.

Can ADK agents use multiple MCP servers?

Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.

Which Gemini models work best with MCP tools?

Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.