Can I check the winning variation of an A/B test through the agent?

Yes. The `get_campaign_results` tool allows your AI agent to pull detailed performance metrics for any experiment, showing improvement percentages and statistical significance for each variation compared to the control.

Is it possible to enable or disable feature flags via chat?

Absolutely. Using the `toggle_feature_flag` tool, you can instruct your agent to enable or disable any feature flag for a specific rollout or emergency kill-switch scenario, ensuring fast control without opening the VWO dashboard.

How can I see what conversion goals are being tracked for my campaigns?

You can use the `list_conversion_goals` tool to retrieve all metrics and KPIs (like clicks, form submissions, or revenue) currently being monitored in your VWO account.

VWO MCP Server for AutoGen 10 tools — connect in under 2 minutes

Name: VWO
Availability: InStock
Author: Vinkius

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 10 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add VWO as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

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="vwo_agent",
            tools=tools,
            system_message=(
                "You help users with VWO. "
                "10 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

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* 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 VWO MCP Server

Connect your VWO (Visual Website Optimizer) account to any AI agent and take control of your experimentation and feature rollout workflows through natural conversation.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use VWO tools. Connect 10 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

Optimization Campaigns — List and monitor active A/B tests and personalization campaigns directly from your agent
Feature Management — List all feature flags and toggle their status across different environments for instant rollouts
Experiment Results — Retrieve statistical results for any campaign, including performance metrics and significance levels
Conversion Tracking — Browse conversion goals and KPIs being tracked to understand your optimization impact
Audience Segmentation — List pre-defined segments to see how you are targeting different user groups
Environment Control — Manage features across staging, production, and other configured VWO environments

The VWO MCP Server exposes 10 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.

How to Connect VWO to AutoGen via MCP

Follow these steps to integrate the VWO MCP Server with AutoGen.

Install AutoGen

Run pip install "autogen-ext[mcp]"

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

Explore tools

The workbench discovers 10 tools from VWO automatically

Why Use AutoGen with the VWO MCP Server

AutoGen provides unique advantages when paired with VWO through the Model Context Protocol.

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use VWO tools to solve complex tasks

Role-based architecture lets you assign VWO 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 VWO tool calls

Code execution sandbox: AutoGen agents can write and run code that processes VWO tool responses in an isolated environment

VWO + AutoGen Use Cases

Practical scenarios where AutoGen combined with the VWO MCP Server delivers measurable value.

Collaborative analysis: one agent queries VWO while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from VWO, a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using VWO data to make informed decisions about resource distribution

Code generation with live data: an AutoGen coder agent writes scripts that process VWO responses in a sandboxed execution environment

VWO MCP Tools for AutoGen (10)

These 10 tools become available when you connect VWO to AutoGen via MCP:

get_campaign_details

Retrieves details for a specific VWO campaign

get_campaign_results

Retrieves statistical results for a VWO campaign

get_feature_flag_details

Retrieves configuration for a specific VWO feature flag

get_vwo_account_info

Retrieves details about the authenticated VWO account

list_audience_segments

Lists all audience segments

list_conversion_goals

g. clicks, revenue) are being tracked. Lists all conversion goals and metrics

list_feature_flags

Lists all VWO feature flags

list_optimization_campaigns

Lists all VWO A/B test and personalization campaigns

list_vwo_environments

g. Production, Staging) for feature flag management. Lists all configured VWO environments

toggle_feature_flag

Provide the feature ID and the desired enabled status (true/false). Enables or disables a VWO feature flag

Example Prompts for VWO in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with VWO immediately.

"List all my active A/B testing campaigns."

"What are the results for the 'Checkout Flow Optimization' campaign?"

"Disable the feature flag for 'new_payment_gateway'."

Troubleshooting VWO MCP Server with AutoGen

Common issues when connecting VWO to AutoGen through the Vinkius, and how to resolve them.

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

VWO + AutoGen FAQ

Common questions about integrating VWO MCP Server with AutoGen.

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call VWO tools during their conversation turns.

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.