Bring Crm
to Google ADK
Learn how to connect Attio to Google ADK and start using 9 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
What is the 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.
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_recordtool 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).
Who is this for?
- Sales Teams — Quickly search for prospect details and update deal statuses during conversations.
- Account Managers — Retrieve company information and relationship history without manual dashboard navigation.
- Growth Marketers — Programmatically assert records from new leads and enrich CRM data using AI-assisted tools.
Built-in capabilities (9)
Upsert a record (update if exists, create otherwise)
Create a new record in an object
Verify Attio account connection
Get metadata for a specific object
Retrieve a specific record by ID
List all attributes (columns) for a specific object
List all objects (tables) in the Attio workspace
Query and filter records for a specific object
Global fuzzy search across all objects (Beta)
Why Google ADK?
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.
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Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution
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Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Attio
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Production-ready features like session management, evaluation, and deployment come built-in. not bolted on
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Seamless integration with Google Cloud services means you can combine Attio tools with BigQuery, Vertex AI, and Cloud Functions
Attio in Google ADK
Attio and 3,400+ other MCP servers. One platform. One governance layer.
Teams that connect Attio to Google ADK through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 3,400+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for Attio in Google ADK
The Attio 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. All 9 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in Google ADK only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.

* 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
How Vinkius secures
Attio for Google ADK
Every tool call from Google ADK to the Attio MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
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.
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.
McpToolset not found
Update: pip install --upgrade google-adk
