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RongCloud MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes

Built by Vinkius GDPR 10 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect RongCloud through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.

Vinkius supports streamable HTTP and SSE.

python
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MCPServerStreamableHttp(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as mcp_server:

        agent = Agent(
            name="RongCloud Assistant",
            instructions=(
                "You help users interact with RongCloud. "
                "You have access to 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from RongCloud"
        )
        print(result.final_output)

asyncio.run(main())
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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.

The OpenAI Agents SDK auto-discovers all 10 tools from RongCloud through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries RongCloud, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

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 OpenAI Agents SDK 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 OpenAI Agents SDK via MCP

Follow these steps to integrate the RongCloud MCP Server with OpenAI Agents SDK.

01

Install the SDK

Run pip install openai-agents in your Python environment

02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

03

Run the script

Save the code above and run it: python agent.py

04

Explore tools

The agent will automatically discover 10 tools from RongCloud

Why Use OpenAI Agents SDK with the RongCloud MCP Server

OpenAI Agents SDK provides unique advantages when paired with RongCloud through the Model Context Protocol.

01

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

02

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

03

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

04

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

RongCloud + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the RongCloud MCP Server delivers measurable value.

01

Automated workflows: build agents that query RongCloud, process the data, and trigger follow-up actions autonomously

02

Multi-agent orchestration: create specialist agents. one queries RongCloud, another analyzes results, a third generates reports

03

Data enrichment pipelines: stream data through RongCloud tools and transform it with OpenAI models in a single async loop

04

Customer support bots: agents query RongCloud to resolve tickets, look up records, and update statuses without human intervention

RongCloud MCP Tools for OpenAI Agents SDK (10)

These 10 tools become available when you connect RongCloud to OpenAI Agents SDK via MCP:

01

block_user

Block user

02

check_online

Check user online status

03

create_chatroom

Create chatrooms

04

get_token

Get user IM token

05

list_blacklist

List user blacklist

06

list_blocked_users

List blocked users

07

query_chatroom

Get chatroom details

08

refresh_user

Update user information

09

send_chatroom_msg

Send chatroom message

10

send_private_msg

Send private message

Example Prompts for RongCloud in OpenAI Agents SDK

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

01

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

02

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

03

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

Troubleshooting RongCloud MCP Server with OpenAI Agents SDK

Common issues when connecting RongCloud to OpenAI Agents SDK through the Vinkius, and how to resolve them.

01

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents
02

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

RongCloud + OpenAI Agents SDK FAQ

Common questions about integrating RongCloud MCP Server with OpenAI Agents SDK.

01

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.
02

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
03

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.

Connect RongCloud to OpenAI Agents SDK

Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.