Google Analytics 4 MCP Server for AutoGenGive AutoGen instant access to 12 tools to Batch Run Reports, Check Compatibility, Get Conversions, and more
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Google Analytics 4 as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.
Ask AI about this App Connector for AutoGen
The Google Analytics 4 app connector for AutoGen 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
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with McpWorkbench(
server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
transport="streamable_http",
) as workbench:
tools = await workbench.list_tools()
agent = AssistantAgent(
name="google_analytics_4_agent",
tools=tools,
system_message=(
"You help users with Google Analytics 4. "
"12 tools available."
),
)
print(f"Agent ready with {len(tools)} tools")
asyncio.run(main())
* 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.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Google Analytics 4 tools. Connect 12 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.
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 AutoGen 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 AutoGen
When AutoGen 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 AutoGen via MCP
Follow these steps to wire Google Analytics 4 into AutoGen. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install AutoGen
pip install "autogen-ext[mcp]"Replace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenIntegrate into workflow
Explore tools
Why Use AutoGen with the Google Analytics 4 MCP Server
AutoGen provides unique advantages when paired with Google Analytics 4 through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Google Analytics 4 tools to solve complex tasks
Role-based architecture lets you assign Google Analytics 4 tool access to specific agents. a data analyst queries while a reviewer validates
Human-in-the-loop support: agents can pause for human approval before executing sensitive Google Analytics 4 tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Google Analytics 4 tool responses in an isolated environment
Google Analytics 4 + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Google Analytics 4 MCP Server delivers measurable value.
Collaborative analysis: one agent queries Google Analytics 4 while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Google Analytics 4, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Google Analytics 4 data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Google Analytics 4 responses in a sandboxed execution environment
Example Prompts for Google Analytics 4 in AutoGen
Ready-to-use prompts you can give your AutoGen 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 AutoGen
Common issues when connecting Google Analytics 4 to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Google Analytics 4 + AutoGen FAQ
Common questions about integrating Google Analytics 4 MCP Server with AutoGen.