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 OpenAI Agents SDK 10 tools — connect in under 2 minutes

Name: VWO
Availability: InStock
Author: Vinkius

openai.github.io/openai-agents-python/mcp

Built by Vinkius GDPR 10 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect VWO through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.

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 agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MCPServerStreamableHttp(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as mcp_server:

        agent = Agent(
            name="VWO Assistant",
            instructions=(
                "You help users interact with VWO. "
                "You have access to 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from VWO"
        )
        print(result.final_output)

asyncio.run(main())

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Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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.

The OpenAI Agents SDK auto-discovers all 10 tools from VWO through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries VWO, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

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 OpenAI Agents SDK 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 OpenAI Agents SDK via MCP

Follow these steps to integrate the VWO MCP Server with OpenAI Agents SDK.

Install the SDK

Run pip install openai-agents in your Python environment

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

Run the script

Save the code above and run it: python agent.py

Explore tools

The agent will automatically discover 10 tools from VWO

Why Use OpenAI Agents SDK with the VWO MCP Server

OpenAI Agents SDK provides unique advantages when paired with VWO through the Model Context Protocol.

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

VWO + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the VWO MCP Server delivers measurable value.

Automated workflows: build agents that query VWO, process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents. one queries VWO, another analyzes results, a third generates reports

Data enrichment pipelines: stream data through VWO tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query VWO to resolve tickets, look up records, and update statuses without human intervention

VWO MCP Tools for OpenAI Agents SDK (10)

These 10 tools become available when you connect VWO to OpenAI Agents SDK 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 OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK 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 OpenAI Agents SDK

Common issues when connecting VWO to OpenAI Agents SDK through the Vinkius, and how to resolve them.

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

VWO + OpenAI Agents SDK FAQ

Common questions about integrating VWO MCP Server with OpenAI Agents SDK.

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.