How do I find my RongCloud App Key and Secret?

Log in to the RongCloud Developer Console, navigate to [Application Identification] or [Secret Management], and you will find your App Key and App Secret there. Note that Development and Production environments have separate keys.

Can I check if a user is currently online?

Yes. Use the `check_online` tool with a user ID to retrieve their current connection status to the IM server.

Is it possible to manage chatrooms through this server?

Yes! You can use the `create_chatroom` tool to initiate new rooms and `query_chatroom` to retrieve detailed information about existing ones.

RongCloud MCP Server for LangChain 10 tools — connect in under 2 minutes

Name: RongCloud
Availability: InStock
Author: Vinkius

python.langchain.com/docs/integrations/tools/mcp

Built by Vinkius GDPR 10 Tools Framework

LangChain is the leading Python framework for composable LLM applications. Connect RongCloud through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.

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 langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MultiServerMCPClient({
        "rongcloud": {
            "transport": "streamable_http",
            "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
        }
    }) as client:
        tools = client.get_tools()
        agent = create_react_agent(
            ChatOpenAI(model="gpt-4o"),
            tools,
        )
        response = await agent.ainvoke({
            "messages": [{
                "role": "user",
                "content": "Using RongCloud, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

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 RongCloud MCP Server

Empower your AI agent to orchestrate your communication infrastructure with RongCloud (融云), the dominant IM and RTC platform in China. By connecting RongCloud to your agent, you transform complex user management, real-time messaging, and chatroom control into a natural conversation. Your agent can instantly retrieve connection tokens for users, monitor online status, send private or chatroom messages, and manage user blocks or blacklists without you ever needing to navigate the RongCloud Developer Console. Whether you are building a high-volume social app or coordinating enterprise communication, your agent acts as a real-time messaging assistant, keeping your communication flow accurate and your user data secure.

LangChain's ecosystem of 500+ components combines seamlessly with RongCloud 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.

What you can do

User Orchestration — Retrieve IM tokens, refresh user profiles, and monitor real-time online status.
Messaging Control — Send 1-to-1 private messages or broadcast messages to entire chatrooms.
Room Management — Create and query chatrooms to coordinate group interactions.
Moderation & Security — Manage blocked users and blacklists to maintain a healthy communication environment.
System Auditing — Retrieve high-level information about your communication agents and active sessions.

The RongCloud MCP Server exposes 10 tools through the Vinkius. Connect it to LangChain 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 RongCloud to LangChain via MCP

Follow these steps to integrate the RongCloud MCP Server with LangChain.

Install dependencies

Run pip install langchain langchain-mcp-adapters langgraph langchain-openai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save the code and run python agent.py

Explore tools

The agent discovers 10 tools from RongCloud via MCP

Why Use LangChain with the RongCloud MCP Server

LangChain provides unique advantages when paired with RongCloud through the Model Context Protocol.

The largest ecosystem of integrations, chains, and agents. combine RongCloud MCP tools with 500+ LangChain components

Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step

LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging

Memory and conversation persistence let agents maintain context across RongCloud queries for multi-turn workflows

RongCloud + LangChain Use Cases

Practical scenarios where LangChain combined with the RongCloud MCP Server delivers measurable value.

RAG with live data: combine RongCloud tool results with vector store retrievals for answers grounded in both real-time and historical data

Autonomous research agents: LangChain agents query RongCloud, synthesize findings, and generate comprehensive research reports

Multi-tool orchestration: chain RongCloud tools with web scrapers, databases, and calculators in a single agent run

Production monitoring: use LangSmith to trace every RongCloud tool call, measure latency, and optimize your agent's performance

RongCloud MCP Tools for LangChain (10)

These 10 tools become available when you connect RongCloud to LangChain via MCP:

block_user

Block user

check_online

Check user online status

create_chatroom

Create chatrooms

get_token

Get user IM token

list_blacklist

List user blacklist

list_blocked_users

List blocked users

query_chatroom

Get chatroom details

refresh_user

Update user information

send_chatroom_msg

Send chatroom message

send_private_msg

Send private message

Example Prompts for RongCloud in LangChain

Ready-to-use prompts you can give your LangChain agent to start working with RongCloud immediately.

"Get an IM token for user 'mario-123'."

"Check if user 'renato-456' is currently online."

"Send a text message to chatroom 'room-8821' from user 'bot-01'."

Troubleshooting RongCloud MCP Server with LangChain

Common issues when connecting RongCloud to LangChain through the Vinkius, and how to resolve them.

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

RongCloud + LangChain FAQ

Common questions about integrating RongCloud MCP Server with LangChain.

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.