Google Analytics 4 MCP Server for Google ADKGive Google ADK instant access to 12 tools to Batch Run Reports, Check Compatibility, Get Conversions, and more
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Google Analytics 4 as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.
Ask AI about this App Connector for Google ADK
The Google Analytics 4 app connector for Google ADK is a standout in the Industry Titans category — giving your AI agent 12 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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="google_analytics_4_agent",
instruction=(
"You help users interact with Google Analytics 4 "
"using 12 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 Google Analytics 4 MCP Server
Connect your Google Analytics 4 property to any AI agent and access web analytics through natural conversation.
Google ADK natively supports Google Analytics 4 as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 12 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
- Custom Reports — Run fully customizable GA4 reports with any combination of dimensions, metrics, and date ranges
- Real-Time Analytics — Monitor active users and current page views in real time
- Page Performance — Retrieve the top 25 pages ranked by views for any time period
- Traffic Sources — Analyze session sources and mediums to understand where visitors come from
- User Demographics — View user distribution by country for geographic insights
- Device Breakdown — See user distribution across desktop, mobile, and tablet
- Conversions — Track conversion events with counts and revenue data
- Advanced Reporting — Run pivot reports and batch multiple reports in a single request
- Metadata & Compatibility — List all available dimensions and metrics, and verify compatibility before building reports
The Google Analytics 4 MCP Server exposes 12 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.
All 12 Google Analytics 4 tools available for Google ADK
When Google ADK connects to Google Analytics 4 through Vinkius, your AI agent gets direct access to every tool listed below — spanning web-analytics, event-tracking, conversion-analysis, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Batch run reports
Check report compatibility
Get conversions
Get device breakdown
Get available dimensions and metrics
Get top pages by views
Get traffic sources
Get user demographics
List audience exports
Run pivot report
Run realtime report
Data JSON must include dateRanges, dimensions, and metrics arrays. Run a custom report
Connect Google Analytics 4 to Google ADK via MCP
Follow these steps to wire Google Analytics 4 into Google ADK. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install Google ADK
pip install google-adkReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenCreate the agent
Explore tools
Why Use Google ADK with the Google Analytics 4 MCP Server
Google ADK provides unique advantages when paired with Google Analytics 4 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 Google Analytics 4
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 Google Analytics 4 tools with BigQuery, Vertex AI, and Cloud Functions
Google Analytics 4 + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Google Analytics 4 MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Google Analytics 4 and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Google Analytics 4 tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Google Analytics 4 regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Google Analytics 4
Example Prompts for Google Analytics 4 in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with Google Analytics 4 immediately.
"Show me the top 10 pages by views this month and where the traffic is coming from."
"How many conversions did we get this week and which pages drove them?"
"What devices are our users on and which countries are generating the most traffic?"
Troubleshooting Google Analytics 4 MCP Server with Google ADK
Common issues when connecting Google Analytics 4 to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkGoogle Analytics 4 + Google ADK FAQ
Common questions about integrating Google Analytics 4 MCP Server with Google ADK.