How can I check if an experiment is currently active on a specific site?

Use the `list_experiments` tool to get a summary of all experiments, which includes their current status (e.g., 'ACTIVE', 'PAUSED') and assigned site IDs.

Can I see the defined variations for a particular experiment?

Yes, the `list_variations` tool takes an experiment ID and returns all variants configured for that test, along with their metadata.

Is it possible to list targeting rules and segments?

Absolutely. You can use the `list_segments` and `list_targeting_rules` tools to inspect how your traffic is being allocated across your experimentation ecosystem.

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

Name: Kameleoon
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 Kameleoon 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="kameleoon_agent",
            tools=tools,
            system_message=(
                "You help users with Kameleoon. "
                "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 Kameleoon MCP Server

Empower your AI agents to control your Kameleoon experimentation platform. This MCP server enables seamless management of experiments, variations, and audience segments directly from natural language interfaces.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Kameleoon 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

Experiment Control — List all active experiments and drill down into specific configurations and metadata
Variation Management — Inspect A/B variations and their statuses across different digital properties
Site Inventory — Query all sites and properties registered in your account to ensure correct environment targeting
Audience Segmentation — List defined audience segments and targeting rules used for precise traffic allocation
Results Triggering — Request latest results reports to analyze experiment performance on the fly

The Kameleoon 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 Kameleoon to AutoGen via MCP

Follow these steps to integrate the Kameleoon 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 Kameleoon automatically

Why Use AutoGen with the Kameleoon MCP Server

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

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

Role-based architecture lets you assign Kameleoon 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 Kameleoon tool calls

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

Kameleoon + AutoGen Use Cases

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

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

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

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

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

Kameleoon MCP Tools for AutoGen (10)

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

create_experiment

Requires a name and a site ID. Create a new experiment

get_experiment

Get details for a specific experiment

get_experiment_results

This is an asynchronous process in the Kameleoon API. Request a results report for an experiment

get_site

Get details for a specific site

list_custom_data

List custom data dimensions

list_experiments

Use this to monitor campaign statuses and identify active experiments. List all experiments in Kameleoon

list_segments

List audience segments

list_sites

List all sites in the account

list_targeting_rules

List targeting rules

list_variations

) associated with a specific experiment ID. List variations for an experiment

Example Prompts for Kameleoon in AutoGen

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

"Show me all active experiments in my Kameleoon account."

"What are the variations for experiment ID '12345'?"

"List all sites registered in my Kameleoon profile."

Troubleshooting Kameleoon MCP Server with AutoGen

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

McpWorkbench not found

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

Kameleoon + AutoGen FAQ

Common questions about integrating Kameleoon 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 Kameleoon 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.