n8n (AI Workflow Automation) MCP Server for Google ADK 7 tools — connect in under 2 minutes
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add n8n (AI Workflow Automation) as an MCP tool provider through the Vinkius and your ADK agents can call every tool with full schema introspection.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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="n8n_ai_workflow_automation_agent",
instruction=(
"You help users interact with n8n (AI Workflow Automation) "
"using 7 available tools."
),
tools=[mcp_tools],
)
* 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 n8n (AI Workflow Automation) MCP Server
Connect your n8n instance to any AI agent and take full control of your node-based workflow automation, execution diagnostics, and project orchestration through natural conversation.
Google ADK natively supports n8n (AI Workflow Automation) as an MCP tool provider — declare the Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 7 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.
What you can do
- Workflow Orchestration — List all managed automation workflows and retrieve detailed JSON logic nodes, including link mappings and trigger configurations directly from your agent
- Execution Diagnostics — Extract historical execution logs to track success/failure boundaries and retrieve absolute trace logs for rapid debugging of automation failures
- Node-Level Inspection — Deep-dive into specific execution IDs to extract bounded node-level output blocks and identify exact processing errors natively
- Credential Audit — List metadata mapping saved automation credentials to verify system types and IDs without exposing literal secure tokens
- Collaborative Visibility — Enumerate provisioned team users and assigned roles to verify access targets across your n8n infrastructure securely
- Organizational Tags — List arbitrary category tags used to group and sort complex workflow logic dimensions across your automation workspace
- Metadata Inspection — Retrieve precise graph representations for specific workflows to understand the underlying logic and data transformation flows instantly
The n8n (AI Workflow Automation) MCP Server exposes 7 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 n8n (AI Workflow Automation) to Google ADK via MCP
Follow these steps to integrate the n8n (AI Workflow Automation) 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 7 tools from n8n (AI Workflow Automation) via MCP
Why Use Google ADK with the n8n (AI Workflow Automation) MCP Server
Google ADK provides unique advantages when paired with n8n (AI Workflow Automation) 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 n8n (AI Workflow Automation)
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 n8n (AI Workflow Automation) tools with BigQuery, Vertex AI, and Cloud Functions
n8n (AI Workflow Automation) + Google ADK Use Cases
Practical scenarios where Google ADK combined with the n8n (AI Workflow Automation) MCP Server delivers measurable value.
Enterprise data agents: ADK agents query n8n (AI Workflow Automation) and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine n8n (AI Workflow Automation) tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query n8n (AI Workflow Automation) regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including n8n (AI Workflow Automation)
n8n (AI Workflow Automation) MCP Tools for Google ADK (7)
These 7 tools become available when you connect n8n (AI Workflow Automation) to Google ADK via MCP:
get_execution_details
Get trace logs for a specific execution
get_workflow_details
Get details for a specific workflow
list_instance_users
List collaborators on the n8n instance
list_stored_credentials
List metadata for saved credentials
list_workflow_executions
List recent workflow executions
list_workflow_tags
List workflow organizational tags
list_workflows
List n8n automation workflows
Example Prompts for n8n (AI Workflow Automation) in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with n8n (AI Workflow Automation) immediately.
"List all active workflows in my n8n instance"
"Show me the last 5 failed executions in n8n"
"List all n8n credentials associated with 'Slack'"
Troubleshooting n8n (AI Workflow Automation) MCP Server with Google ADK
Common issues when connecting n8n (AI Workflow Automation) to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkn8n (AI Workflow Automation) + Google ADK FAQ
Common questions about integrating n8n (AI Workflow Automation) MCP Server with Google ADK.
How does Google ADK connect to MCP servers?
Can ADK agents use multiple MCP servers?
Which Gemini models work best with MCP tools?
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Connect n8n (AI Workflow Automation) to Google ADK
Get your token, paste the configuration, and start using 7 tools in under 2 minutes. No API key management needed.