Bring Chatbots
to LangChain
Create your Vinkius account to connect Flow XO to LangChain and start using all 12 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 Flow XO MCP Server?
Connect your Flow XO account to any AI agent and automate your chatbot interactions and messaging workflows through the Model Context Protocol (MCP). Flow XO is a versatile platform for building and managing chatbots across various channels like Slack, Telegram, and the web. Now, you can manage your automation flows, oversee chatbot users, and trigger webhook-based workflows directly through natural conversation.
What you can do
- Workflow Management — List all your chatbot flows and toggle their active status (enable/disable) instantly.
- User Oversight — Access your end-user database, fetch detailed profiles, and create or update user records.
- Direct Messaging — Send push messages directly to users via their unique response paths from your chat interface.
- Webhook Triggers — Push data payloads to Flow XO webhook trigger URLs to start automated sequences remotely.
- Interaction History — Retrieve the message history for specific users to understand past bot engagements.
- Platform Connectivity — List all connected bot accounts and platforms (Slack, Messenger, etc.) for better integration context.
- Automation Analytics — Fetch high-level usage summaries and performance metrics for your chatbot environment.
How it works
- Subscribe to this server through the Vinkius Marketplace
- Enter your Flow XO API Key (found in your account settings)
- Start managing your chatbot automation from Claude, Cursor, or any MCP client
Who is this for?
- Customer Success Managers — quickly check user profiles or send direct follow-up messages via the bot.
- Automation Specialists — get a real-time overview of active flows and trigger sequences through simple AI commands.
- Marketing Operations — automate the pushing of data to chatbot webhooks for lead generation and nurturing.
Built-in capabilities (12)
Register a new user
Get usage summary
Get user profile
). List platform accounts
List sent broadcasts
List all end users
List user messages
List automation flows
Send a push message
Enable/Disable a flow
Trigger flow via webhook
Update user metadata
Why LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with Flow XO through native MCP adapters. Connect 12 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 Flow XO 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 Flow XO queries for multi-turn workflows
Flow XO in LangChain
Why run Flow XO with Vinkius?
The Flow XO 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 12 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 Flow XO using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Flow XO and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Flow XO 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
Flow XO for LangChain
Every request between LangChain and Flow XO 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 do I trigger a specific Flow XO workflow using the agent?
You can use the 'trigger_webhook' tool. Provide the Webhook URL generated by your Flow XO 'Webhook Trigger' and a JSON payload. The agent will post the data to that URL, starting the automated flow remotely.
What is a 'response path' and how do I get it?
A response path is a unique identifier for a user's conversation on a specific platform. You can find it by using the 'list_chatbot_users' or 'get_user_details' tools. It's required for sending push messages via the 'send_push_message' tool.
Can I disable a chatbot flow temporarily using the agent?
Yes! The 'toggle_workflow' tool allows you to enable or disable any of your flows by providing the Workflow ID and setting the 'active' parameter to true or false.
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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