Bring Ab Testing
to CrewAI
Create your Vinkius account to connect Kameleoon to CrewAI and start using all 10 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the 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.
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
How it works
- Subscribe to this server
- Enter your Kameleoon Client ID and Client Secret
- Start managing your A/B tests and personalization from Claude, Cursor, or any MCP client
Who is this for?
- Product Managers — Monitor the status of live experiments and check variants without logging into the Kameleoon dashboard
- Growth Engineers — Quickly query targeting rules and custom data dimensions from your IDE
- Data Analysts — Automate the retrieval of experiment results and metadata for reporting
Built-in capabilities (10)
Requires a name and a site ID. Create a new experiment
Get details for a specific experiment
This is an asynchronous process in the Kameleoon API. Request a results report for an experiment
Get details for a specific site
List custom data dimensions
Use this to monitor campaign statuses and identify active experiments. List all experiments in Kameleoon
List audience segments
List all sites in the account
List targeting rules
) associated with a specific experiment ID. List variations for an experiment
Why CrewAI?
When paired with CrewAI, Kameleoon becomes a first-class tool in your multi-agent workflows. Each agent in the crew can call Kameleoon tools autonomously, one agent queries data, another analyzes results, a third compiles reports, all orchestrated through Vinkius with zero configuration overhead.
- —
Multi-agent collaboration lets you decompose complex workflows into specialized roles, one agent researches, another analyzes, a third generates reports, each with access to MCP tools
- —
CrewAI's native MCP integration requires zero adapter code: pass Vinkius Edge URL directly in the
mcpsparameter and agents auto-discover every available tool at runtime - —
Built-in task delegation and shared memory mean agents can pass context between steps without manual state management, enabling multi-hop reasoning across tool calls
- —
Sequential and hierarchical crew patterns map naturally to real-world workflows: enumerate subdomains → analyze DNS history → check WHOIS records → compile findings into actionable reports
Kameleoon in CrewAI
Why run Kameleoon with Vinkius?
The Kameleoon connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 10 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Kameleoon using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Kameleoon and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Kameleoon to CrewAI through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Kameleoon for CrewAI
Every request between CrewAI and Kameleoon is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
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.
How does CrewAI discover and connect to MCP tools?
CrewAI connects to MCP servers lazily. when the crew starts, each agent resolves its MCP URLs and fetches the tool catalog via the standard tools/list method. This means tools are always fresh and reflect the server's current capabilities. No tool schemas need to be hardcoded.
Can different agents in the same crew use different MCP servers?
Yes. Each agent has its own mcps list, so you can assign specific servers to specific roles. For example, a reconnaissance agent might use a domain intelligence server while an analysis agent uses a vulnerability database server.
What happens when an MCP tool call fails during a crew run?
CrewAI wraps tool failures as context for the agent. The LLM receives the error message and can decide to retry with different parameters, fall back to a different tool, or mark the task as partially complete. This resilience is critical for production workflows.
Can CrewAI agents call multiple MCP tools in parallel?
CrewAI agents execute tool calls sequentially within a single reasoning step. However, you can run multiple agents in parallel using process=Process.parallel, each calling different MCP tools concurrently. This is ideal for workflows where separate data sources need to be queried simultaneously.
Can I run CrewAI crews on a schedule (cron)?
Yes. CrewAI crews are standard Python scripts, so you can invoke them via cron, Airflow, Celery, or any task scheduler. The crew.kickoff() method runs synchronously by default, making it straightforward to integrate into existing pipelines.
MCP tools not discovered
Ensure the Edge URL is correct. CrewAI connects lazily when the crew starts. check console output.
Agent not using tools
Make the task description specific. Instead of "do something", say "Use the available tools to list contacts".
Timeout errors
CrewAI has a 10s connection timeout by default. Ensure your network can reach the Edge URL.
Rate limiting or 429 errors
Vinkius enforces per-token rate limits. Check your subscription tier and request quota in the dashboard. Upgrade if you need higher throughput.
Explore More MCP Servers
View all →
Udemy
6 toolsAccess Udemy API to search courses, retrieve instructor reviews, QA, and messages.
HTML DOM Query Engine
1 toolsExtract specific text and attributes from massive HTML payloads instantly using CSS selectors. Fast, memory-efficient DOM parsing.
Quickbase
11 toolsBuild custom business apps with a no-code platform that connects data, automates workflows, and adapts as your needs evolve.
Survalyzer
12 toolsManage professional surveys, panels, and distribution on Survalyzer with AI agents.