How to Use the Attio MCP in Google ADK

Q: How do I configure the Attio tools in Google ADK?

Install google-adk and set up an McpToolset using your Vinkius HTTP endpoint. Pass this toolset directly to your LlmAgent initialization. Use the toolnames filter if you only want to expose read-only actions.

Q: Can Google ADK agents read my custom Attio schema?

They read it natively. The agent calls getobject to understand your specific data model before attempting to write anything. This prevents schema mismatch errors.

Q: What happens if the API connection drops?

The agent can verify connectivity using checkattiostatus. If the endpoint is unreachable, the framework retries the request based on your configured backoff strategy.

Connect Attio to Google ADK via this MCP Server to let your Gemini agents read CRM data and trigger sales workflows.

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Setup Attio with Google ADK

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Sync BigQuery insights via Attio MCP Server

The `update_record` tool pushes scored leads from your data warehouse back into the CRM. Your Gemini agent queries BigQuery, calculates the propensity to buy, and updates the contact profile. Sales teams get fresh data without waiting for overnight batch jobs. The agent runs continuously, matching new product usage events to specific user IDs using `get_record`.

Analyze massive deal histories

The `list_notes` and `list_tasks` tools feed years of account interactions into Gemini's massive context window. Your agent digests the entire relationship timeline in one pass. It identifies stalled deals and suggests specific interventions. The system then uses `create_task` to prompt the assigned account executive with a custom action plan.

Manage custom CRM lists

The `list_lists` and `get_list_entries` tools expose your exact pipeline stages to the MCP connection. It sees exactly where every company sits in the sales funnel. When an enterprise prospect downloads a whitepaper, the agent instantly moves them to a priority tier. It fires `create_record` to log the interaction and alerts the territory manager.

Setup guide

Set up Attio MCP in Google ADK

Prerequisites

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

1

Install Google ADK

Run pip install google-adk to install the Agent Development Kit. MCP support is included via the McpToolset class.
2

Connect via SSE transport

Use McpToolset.from_server() with SseServerParams pointing to your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Create an LlmAgent

Pass the returned mcp_tools list directly to LlmAgent(tools=mcp_tools). The ADK maps each MCP tool to a native Gemini function call — no manual schema definitions required.
4

Run with any Gemini model

The agent works with any Gemini model (gemini-2.0-flash, gemini-2.5-pro, etc.). Copy the full example on the right to get started with Attio tools in your ADK agent.

agent.py

from google.adk.agents import LlmAgent
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import SseServerParams

# Connect to the MCP via SSE
mcp_tools, exit_stack = await McpToolset.from_server(
    connection_params=SseServerParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    )
)

# Create your agent with auto-discovered tools
agent = LlmAgent(
    name="Attio_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Attio tools via MCP.",
    tools=mcp_tools,
)

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Common questions about Attio MCP in Google ADK

Install `google-adk` and set up an `McpToolset` using your Vinkius HTTP endpoint. Pass this toolset directly to your `LlmAgent` initialization. Use the `tool_names` filter if you only want to expose read-only actions.

They read it natively. The agent calls `get_object` to understand your specific data model before attempting to write anything. This prevents schema mismatch errors.

You control visibility through the MCP Server configuration. If you restrict the API token permissions, tools like `list_records` will only return the authorized subsets.

The agent can verify connectivity using `check_attio_status`. If the endpoint is unreachable, the framework retries the request based on your configured backoff strategy.

Your deal amounts, company names, and sales notes pass through a zero-trust proxy. The MCP Server operates statelessly, meaning no payload data touches a permanent disk. Authentication relies on a single endpoint token that you control.

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