Bring Ab Testing
to LangChain
Create your Vinkius account to connect Optimizely to LangChain 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 Optimizely MCP Server?
Connect your Optimizely account to any AI agent and take full control of your experimentation and feature management workflows through natural conversation.
What you can do
- Project Overview — List all projects and retrieve detailed metadata to maintain a clear view of your workspace.
- Experiment Management — List experiments, check current status (running, paused, draft), and retrieve detailed configurations.
- Feature Flag Tracking — List feature flags and inspect their definitions across different projects.
- Audience & Event Auditing — List defined audiences and conversion events to verify your targeting and tracking setup.
- Live Controls — Start or pause experiments directly through the agent to react quickly to results or issues.
How it works
- Subscribe to this server
- Enter your Optimizely Personal Access Token
- Start managing your experiments from Claude, Cursor, or any MCP client
Who is this for?
- Product Managers — quickly check the status of an experiment or toggle a feature flag while reviewing product requirements.
- Growth Engineers — audit experiment configurations and audience definitions during implementation.
- Data Scientists — retrieve experiment metadata and event definitions for analysis tasks.
Built-in capabilities (10)
Get details for a specific experiment
Get details for a specific feature flag
Get details for a specific project
List defined audiences in a project
List conversion events in a project
List experiments in a project
List feature flags in a project
List all Optimizely projects
Set experiment status to paused
Set experiment status to running
Why LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with Optimizely through native MCP adapters. Connect 10 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
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The largest ecosystem of integrations, chains, and agents. combine Optimizely MCP tools with 500+ LangChain components
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Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
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LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
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Memory and conversation persistence let agents maintain context across Optimizely queries for multi-turn workflows
Optimizely in LangChain
Why run Optimizely with Vinkius?
The Optimizely 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 Optimizely using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Optimizely and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Optimizely to LangChain 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
Optimizely for LangChain
Every request between LangChain and Optimizely 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
Where do I find my Personal Access Token?
In Optimizely, go to Profile Settings > API Access and generate a new Personal Access Token. Ensure it has the necessary permissions for the projects you want to manage.
Can I start an experiment that is in draft mode?
Yes, using the start_experiment tool will attempt to set the status to 'running'. However, Optimizely requires the experiment to be valid and fully configured before it can transition from draft to running.
How do I find my Project ID?
You can use the list_projects tool to see all projects associated with your account along with their IDs. You can also find it in the URL when viewing a project in the Optimizely dashboard.
How does LangChain connect to MCP servers?
Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.
Which LangChain agent types work with MCP?
All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.
Can I trace MCP tool calls in LangSmith?
Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.
MultiServerMCPClient not found
Install: pip install langchain-mcp-adapters
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